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Remove redundancy in irregularity_from_trigrams()
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@Glitchy-Tozier
Glitchy-Tozier committed Aug 31, 2021
1 parent 00ffd14 commit a6bbcea
Showing 1 changed file with 17 additions and 13 deletions.
30 changes: 17 additions & 13 deletions layout_cost.py
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Original file line number Diff line number Diff line change
Expand Up @@ -619,18 +619,22 @@ def irregularity_from_trigrams(trigrams, warped_keyboard=True, layout=NEO_LAYOUT
number_of_keystrokes = sum((num for num, trig in trigrams))
critical_point = WEIGHT_FINGER_REPEATS_CRITICAL_FRACTION * number_of_keystrokes
irregularity_cost_accumulator = 0

for num, trig in trigrams:
bi1 = trig[:2]
bi2 = trig[1:]
penalty1 = 0
penalty2 = 0
pos1_1 = find_key(bi1[0], layout=layout)
pos1_2 = find_key(bi1[1], layout=layout)
pos2_1 = find_key(bi2[0], layout=layout)
pos2_1 = pos1_2
pos2_2 = find_key(bi2[1], layout=layout)
if pos1_1 and pos1_2 and pos2_1 and pos2_2:
## first aggregate all the different costs in penalty1 and penalty2
pos1_1_unbalances = pos1_1 in UNBALANCING_POSITIONS
pos1_2_unbalances = pos1_2 in UNBALANCING_POSITIONS
pos2_1_unbalances = pos1_2_unbalances
pos2_2_unbalances = pos2_2 in UNBALANCING_POSITIONS
# first aggregate all the different costs in penalty1 and penalty2
# embed all cost functions in here
# def manual_bigram_penalty(bigrams, layout=NEO_LAYOUT):
penalty1 += WEIGHT_MANUAL_BIGRAM_PENALTY * COST_MANUAL_BIGRAM_PENALTY.get((pos1_1, pos1_2), 0)
Expand All @@ -639,28 +643,28 @@ def irregularity_from_trigrams(trigrams, warped_keyboard=True, layout=NEO_LAYOUT
# check if we’re on the same hand
is_left1_1 = pos_is_left(pos1_1)
is_left1_2 = pos_is_left(pos1_2)
is_left2_1 = pos_is_left(pos2_1)
is_left2_1 = is_left1_2
is_left2_2 = pos_is_left(pos2_2)
fing1_1 = KEY_TO_FINGER[pos1_1[:2] + (0, )]
fing1_2 = KEY_TO_FINGER[pos1_2[:2] + (0, )]
fing2_1 = KEY_TO_FINGER[pos2_1[:2] + (0, )]
fing2_1 = fing1_2
fing2_2 = KEY_TO_FINGER[pos2_2[:2] + (0, )]
if WEIGHT_COUNT_ROW_CHANGES_BETWEEN_HANDS or (is_left1_1 == is_left1_2 and is_left2_1 == is_left2_2):
penalty1 += WEIGHT_BIGRAM_ROW_CHANGE_PER_ROW * num * line_change_positions_cost(pos1_1, pos1_2, layout, warped_keyboard)**2
penalty2 += WEIGHT_BIGRAM_ROW_CHANGE_PER_ROW * num * line_change_positions_cost(pos2_1, pos2_2, layout, warped_keyboard)**2
penalty1 += WEIGHT_BIGRAM_ROW_CHANGE_PER_ROW * num * line_change_positions_cost(pos1_1, pos1_2, layout, warped_keyboard)**2
penalty2 += WEIGHT_BIGRAM_ROW_CHANGE_PER_ROW * num * line_change_positions_cost(pos2_1, pos2_2, layout, warped_keyboard)**2
# def unbalancing_after_neighboring(repeats, layout=NEO_LAYOUT):
if pos1_1 in UNBALANCING_POSITIONS or pos1_2 in UNBALANCING_POSITIONS:
if pos1_1_unbalances or pos1_2_unbalances:
try: finger_dist1 = finger_distance(pos1_1, pos1_2)
except: finger_dist1 = None
if finger_dist1:
penalty1 += WEIGHT_NEIGHBORING_UNBALANCE * (UNBALANCING_POSITIONS.get(pos1_2, 0)*num + UNBALANCING_POSITIONS.get(pos1_1, 0)*num)/(finger_dist1**2)
if pos2_1 in UNBALANCING_POSITIONS or pos2_2 in UNBALANCING_POSITIONS:
if pos2_1_unbalances or pos2_2_unbalances:
try: finger_dist2 = finger_distance(pos1_1, pos1_2)
except: finger_dist2 = None
if finger_dist2:
penalty2 += WEIGHT_NEIGHBORING_UNBALANCE * (UNBALANCING_POSITIONS.get(pos2_2, 0)*num + UNBALANCING_POSITIONS.get(pos2_1, 0)*num)/(finger_dist2**2)
# def no_handswitch_after_unbalancing_key(repeats, layout=NEO_LAYOUT):
if pos1_1 in UNBALANCING_POSITIONS:
if pos1_1_unbalances:
if is_left1_1 == is_left1_2:
if not fing1_1.startswith("Daumen") and not fing1_2.startswith("Daumen"):
cost = UNBALANCING_POSITIONS.get(pos1_1, 0) * num
Expand All @@ -671,7 +675,7 @@ def irregularity_from_trigrams(trigrams, warped_keyboard=True, layout=NEO_LAYOUT
cost += unb1 * unb2 * num * WEIGHT_UNBALANCING_AFTER_UNBALANCING * (distance - 3)
row_multiplier = 1 + (abs(pos1_1[0] - pos1_2[0]))**2
penalty1 += WEIGHT_NO_HANDSWITCH_AFTER_UNBALANCING_KEY * row_multiplier * cost
if pos2_1 in UNBALANCING_POSITIONS:
if pos2_1_unbalances:
if is_left2_1 == is_left2_2:
if not fing2_1.startswith("Daumen") and not fing2_2.startswith("Daumen"):
cost = UNBALANCING_POSITIONS.get(pos2_1, 0) * num
Expand All @@ -696,7 +700,7 @@ def irregularity_from_trigrams(trigrams, warped_keyboard=True, layout=NEO_LAYOUT
if fing1_1.startswith("Zeige") or fing1_2.startswith("Zeige"):
fing_repeat_count1 *= WEIGHT_FINGER_REPEATS_INDEXFINGER_MULTIPLIER
if fing_repeat_count1 > critical_point and number_of_keystrokes > 20: # >20 to avoid kicking in for single bigram checks.
fing_repeat_count1 += (fing_repeat_count1 - critical_point)*(WEIGHT_FINGER_REPEATS_CRITICAL_FRACTION_MULTIPLIER -1)
fing_repeat_count1 += (fing_repeat_count1 - critical_point)*(WEIGHT_FINGER_REPEATS_CRITICAL_FRACTION_MULTIPLIER - 1)
penalty1 += WEIGHT_FINGER_REPEATS * fing_repeat_count1
# def finger_repeats_top_and_bottom(finger_repeats, layout):
if abs(pos1_1[0] - pos1_2[0]) > 1:
Expand All @@ -707,7 +711,7 @@ def irregularity_from_trigrams(trigrams, warped_keyboard=True, layout=NEO_LAYOUT
if fing2_1.startswith("Zeige") or fing2_2.startswith("Zeige"):
fing_repeat_count2 *= WEIGHT_FINGER_REPEATS_INDEXFINGER_MULTIPLIER
if fing_repeat_count2 > critical_point and number_of_keystrokes > 20: # >20 to avoid kicking in for single bigram checks.
fing_repeat_count2 += (fing_repeat_count2 - critical_point)*(WEIGHT_FINGER_REPEATS_CRITICAL_FRACTION_MULTIPLIER -1)
fing_repeat_count2 += (fing_repeat_count2 - critical_point)*(WEIGHT_FINGER_REPEATS_CRITICAL_FRACTION_MULTIPLIER - 1)
penalty2 += WEIGHT_FINGER_REPEATS * fing_repeat_count2
# def finger_repeats_top_and_bottom(finger_repeats, layout):
if abs(pos2_1[0] - pos2_2[0]) > 1:
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1 comment on commit a6bbcea

@Glitchy-Tozier
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@Glitchy-Tozier Glitchy-Tozier commented on a6bbcea Aug 31, 2021 •
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According to the following profiling, this shaved off about half a second for every tested layout.

(Compare this profiling to the original one found in profilings/0_original.txt)

$ pypy3 -m cProfile -s 'tottime' check_neo.py --evolve 400
creating 100 randomized layouts and choosing the best.
cost of the first random layout: 1469807542179.7563
- 0 / 100
- 1 / 100
- 2 / 100
better: 1285399826751.6575
⋮
⋮
worse ['üa'] - 397 / 400
worse ['wi'] - 398 / 400
worse ['uä'] - 399 / 400

# Evolved Layout
ufomj ybarkßq
clenp gtihs⇘
xzüwö vd,.ä
┌───┬───┬───┬───┬───┬───┬───┬───┬───┬───┬───┬───┬───┬──────┐
│ ^ │ 1 │ 2 │ 3 │ 4 │ 5 │ 6 │ 7 │ 8 │ 9 │ 0 │ - │ ` │ ←    │
├───┴─┬─┴─┬─┴─┬─┴─┬─┴─┬─┴─┬─┴─┬─┴─┬─┴─┬─┴─┬─┴─┬─┴─┬─┴─┬────┤
│   ⇥ │ u │ f │ o │ m │ j │ y │ b │ a │ r │ k │ ß │ q │ Ret│
├─────┴┬──┴┬──┴┬──┴┬──┴┬──┴┬──┴┬──┴┬──┴┬──┴┬──┴┬──┴┬──┴┐   │
│    ⇩ │ c │ l │ e │ n │ p │ g │ t │ i │ h │ s │ ⇘ │ ´ │   │
├────┬─┴─┬─┴─┬─┴─┬─┴─┬─┴─┬─┴─┬─┴─┬─┴─┬─┴─┬─┴─┬─┴─┬─┴───┴───┤
│  ⇧ │ ⇚ │ x │ z │ ü │ w │ ö │ v │ d │ , │ . │ ä │ ⇗       │
├────┼───┴┬──┴─┬─┴───┴───┴───┴───┴───┴─┬─┴──┬┴───┼────┬────┤
│Strg│ Fe │ Alt│      Leerzeichen      │ M4 │ Fe │ Me │Strg│
└────┴────┴────┴───────────────────────┴────┴────┴────┴────┘
# 12.965903341021328 x100 total penalty per letter
# 47.45171768451472 x10 billion total penalty compared to notime-noeffort
# 7.427854880581158 mean key position cost in file 1gramme.txt ( 54.36790072 )
# 13.786803809430035 % finger repeats in file 2gramme.txt ( 66.55451301332401 )
# Finger load %: 10.5 5.1 13.8 10.9 - 13.4 11.1 9.6 9.8

         9423157001 function calls (9421705297 primitive calls) in 4194.578 seconds

   Ordered by: internal time

   ncalls  tottime  percall  cumtime  percall filename:lineno(function)
      503 1308.142    2.601 4324.846    8.598 layout_cost.py:602(irregularity_from_trigrams)
272663732  324.248    0.000  324.248    0.000 {method 'sort' of 'list' objects}
272663726  315.017    0.000  923.951    0.000 ngrams.py:235(split_uppercase_letters)
 87633999  307.609    0.000  494.883    0.000 layout_cost.py:322(line_change_positions_cost)
2367126069  257.609    0.000  258.258    0.000 layout_base.py:806(find_key)
272662719  237.861    0.000 1242.085    0.000 layout_cost.py:26(key_position_cost_from_file)
274262295  195.099    0.000  369.733    0.000 layout_cost.py:96(_rep_to_fingtuple)
683579870  193.774    0.000  193.774    0.000 layout_base.py:911(pos_is_left)
304473951  176.990    0.000  176.990    0.000 {built-in function abs}
272663726  138.667    0.000  138.667    0.000 ngrams.py:270(<listcomp>)
117294744  135.092    0.000  143.336    0.000 layout_cost.py:288(finger_distance)
552291673  125.777    0.000  175.844    0.000 layout_base.py:887(key_to_finger)
136331108  100.464    0.000  100.464    0.000 layout_cost.py:721(<listcomp>)
136331108   98.289    0.000   98.289    0.000 layout_cost.py:720(<listcomp>)
407612591   54.584    0.000   54.584    0.000 {method 'startswith' of 'str' objects}
 74589583   38.096    0.000   38.096    0.000 {built-in function max}
 10204361   24.861    0.000   33.314    0.000 ngrams.py:36(_split_uppercase_repeat)
204823780   24.527    0.000   24.527    0.000 {method 'index' of 'list' objects}
1076732425   24.110    0.000   24.110    0.000 {method 'append' of 'list' objects}
824293515   23.321    0.000   23.321    0.000 layout_base.py:712(single_key_position_cost)
      503   21.565    0.043   21.565    0.043 layout_cost.py:501(_no_handswitching)
272671795   15.301    0.000   15.301    0.000 {method 'extend' of 'list' objects}
272663731   10.320    0.000   10.320    0.000 {method 'reverse' of 'list' objects}
      503    9.251    0.018   43.001    0.085 ngrams.py:138(split_uppercase_repeats)
266123926    7.621    0.000    7.621    0.000 layout_base.py:701(get_key)
      503    2.250    0.004    4.936    0.010 layout_cost.py:216(no_handswitch_after_unbalancing_key)
      503    2.246    0.004   13.391    0.027 layout_cost.py:368(line_changes)
      503    2.202    0.004    6.003    0.012 layout_cost.py:298(unbalancing_after_neighboring)
136358773    1.739    0.000    1.739    0.000 layout_cost.py:619(<genexpr>)
  1600079    1.482    0.000    2.880    0.000 layout_base.py:1287(mirror_position_horizontally)
        1    1.384    1.384    1.384    1.384 ngrams.py:714(<listcomp>)
  1578665    1.261    0.000    4.519    0.000 layout_cost.py:599(<genexpr>)
 53929841    1.218    0.000    1.218    0.000 __init__.py:537(__missing__)
   436127    0.986    0.000    5.453    0.000 layout_cost.py:121(<genexpr>)
  9333669    0.942    0.000    1.667    0.000 __init__.py:517(__init__)
    66476    0.938    0.000    1.015    0.000 layout_base.py:738(update_letter_to_key_cache)
      503    0.902    0.002    5.421    0.011 layout_cost.py:587(asymmetric_bigram_penalty)
      503    0.689    0.001 4431.184    8.810 layout_cost.py:774(total_cost)
1446799/1039    0.648    0.000    2.226    0.002 copy.py:132(deepcopy)
      503    0.539    0.001    1.908    0.004 layout_cost.py:53(finger_repeats_from_file)
  1600582    0.492    0.000    4.467    0.000 layout_cost.py:119(<genexpr>)
   269451    0.483    0.000    1.348    0.000 copy.py:219(_deepcopy_tuple)
   447777    0.419    0.000    0.419    0.000 {built-in function min}
      503    0.415    0.001    1.262    0.003 layout_cost.py:575(manual_bigram_penalty)
21903873/21903867    0.366    0.000    0.366    0.000 {built-in function len}
      503    0.364    0.001    0.595    0.001 layout_cost.py:85(finger_repeats_top_and_bottom)
  9334172    0.345    0.000    0.345    0.000 {method 'items' of 'dict' objects}
   617849    0.336    0.000    0.336    0.000 {method 'lower' of 'str' objects}
   269451    0.332    0.000    0.851    0.000 copy.py:220(<listcomp>)
  9333669    0.316    0.000    0.426    0.000 __init__.py:586(update)
      503    0.302    0.001    5.755    0.011 layout_cost.py:106(movement_pattern_cost)
  1731436    0.250    0.000    0.250    0.000 {built-in function id}
      839    0.232    0.000    0.959    0.001 copy.py:236(_deepcopy_dict)
      503    0.219    0.000    0.308    0.001 layout_cost.py:125(asymmetry_cost)
   589557    0.186    0.000    0.186    0.000 {method 'split' of 'str' objects}
  9333669    0.157    0.000    0.157    0.000 {method '__init__' of 'Counter' objects}
        1    0.097    0.097    0.443    0.443 ngrams.py:365(split_uppercase_trigrams)
        1    0.092    0.092    0.092    0.092 ngrams.py:349(<listcomp>)
      503    0.092    0.000    0.092    0.000 layout_cost.py:82(<listcomp>)
     1007    0.092    0.000    0.849    0.001 layout_cost.py:397(load_per_finger)
        1    0.089    0.089    0.271    0.271 ngrams.py:707(<listcomp>)
6234/1039    0.086    0.000    2.213    0.002 copy.py:210(_deepcopy_list)
      500    0.085    0.000    2.321    0.005 layout_base.py:974(switch_keys)
     3280    0.081    0.000    1.115    0.000 layout_base.py:795(update_letter_to_key_cache_multiple)
        3    0.077    0.026    0.077    0.026 {method 'splitlines' of 'str' objects}
        3    0.065    0.022    0.076    0.025 {method 'read' of '_io.TextIOWrapper' objects}
      944    0.061    0.000    0.069    0.000 check_neo.py:85(info)
        1    0.048    0.048    0.160    0.160 ngrams.py:377(<listcomp>)
      503    0.043    0.000    0.065    0.000 layout_cost.py:477(_trigram_key_tables)
     3393    0.035    0.000    0.053    0.000 <frozen importlib._bootstrap>:166(_get_module_lock)
  1600582    0.034    0.000    0.034    0.000 layout_cost.py:63(<genexpr>)
      503    0.029    0.000    0.029    0.000 layout_cost.py:846(<listcomp>)
  1170275    0.028    0.000    0.028    0.000 copy.py:190(_deepcopy_atomic)
      500    0.028    0.000    3.499    0.007 check_neo.py:106(randomize_keyboard)
      503    0.026    0.000    0.026    0.000 layout_cost.py:859(<listcomp>)
    10941    0.024    0.000    0.039    0.000 layout_base.py:727(is_position_cost_lower)
        1    0.024    0.024    0.024    0.024 ngrams.py:459(<listcomp>)
     7042    0.022    0.000    0.033    0.000 layout_cost.py:149(<listcomp>)
      503    0.021    0.000    0.021    0.000 layout_cost.py:800(<listcomp>)
      503    0.020    0.000    0.075    0.000 layout_cost.py:437(std)
     3393    0.020    0.000    0.021    0.000 <frozen importlib._bootstrap>:87(acquire)
1718/1514    0.018    0.000    0.192    0.000 <frozen importlib._bootstrap>:975(_find_and_load)
        1    0.017    0.017    0.017    0.017 ngrams.py:464(<listcomp>)
     7073    0.017    0.000    0.022    0.000 copy.py:252(_keep_alive)
      104    0.015    0.000    0.020    0.000 layout_base.py:780(get_all_keys_in_layout)
        9    0.014    0.002    0.014    0.002 __init__.py:58(update)
      503    0.013    0.000    0.513    0.001 layout_cost.py:454(finger_balance)
        3    0.012    0.004    0.015    0.005 ngrams.py:321(_unescape_ngram_list)
     3393    0.011    0.000    0.012    0.000 <frozen importlib._bootstrap>:112(release)
     7042    0.011    0.000    0.011    0.000 layout_cost.py:275(column_distance)
     1517    0.011    0.000    0.013    0.000 <frozen importlib._bootstrap>:58(__init__)
        1    0.011    0.011    0.025    0.025 ngrams.py:343(<listcomp>)
   316552    0.010    0.000    0.010    0.000 {method 'lstrip' of 'str' objects}
        1    0.010    0.010    0.010    0.010 {built-in function compile}
      503    0.010    0.000    0.013    0.000 layout_cost.py:564(badly_positioned_shortcut_keys)
        1    0.010    0.010 3500.516 3500.516 check_neo.py:252(evolve)
        1    0.009    0.009    0.088    0.088 ngrams.py:375(<listcomp>)
     1006    0.009    0.000    0.014    0.000 layout_cost.py:433(<listcomp>)
     3736    0.009    0.000    0.013    0.000 random.py:230(_randbelow)
       15    0.008    0.001    0.008    0.001 {method 'encode' of 'str' objects}
        3    0.008    0.003    0.008    0.003 {built-in function _codecs.utf_8_decode}
      503    0.008    0.000    0.008    0.000 layout_cost.py:861(<listcomp>)
        3    0.008    0.003    0.008    0.003 ngrams.py:762(clean_data)
1650/1513    0.008    0.000    0.215    0.000 <frozen importlib._bootstrap>:1071(__import__)
     1006    0.008    0.000    0.008    0.000 layout_cost.py:754(aggregate_cost)
     1718    0.007    0.000    0.007    0.000 <frozen importlib._bootstrap>:152(__init__)
     1718    0.006    0.000    0.070    0.000 <frozen importlib._bootstrap>:156(__enter__)
     3606    0.006    0.000    0.007    0.000 utf_8.py:19(encode)
        5    0.006    0.001    0.007    0.001 enum.py:625(<listcomp>)
        5    0.006    0.001    0.074    0.015 __init__.py:1(<module>)
1718/1514    0.005    0.000    0.202    0.000 <frozen importlib._bootstrap>:991(_gcd_import)
      100    0.005    0.000    0.012    0.000 random.py:270(shuffle)
     1718    0.004    0.000    0.005    0.000 <frozen importlib._bootstrap>:926(_sanity_check)
       28    0.004    0.000    0.004    0.000 {built-in function marshal.loads}
      400    0.004    0.000 3491.594    8.729 check_neo.py:162(random_evolution_step)
     1675    0.004    0.000    0.018    0.000 <frozen importlib._bootstrap>:203(_lock_unlock_module)
     2046    0.004    0.000    0.004    0.000 {built-in function hasattr}
    10145    0.004    0.000    0.004    0.000 {method 'endswith' of 'str' objects}
     8050    0.003    0.000    0.003    0.000 {built-in function math.log}
        1    0.003    0.003    0.003    0.003 ngrams.py:754(<listcomp>)
     3776    0.003    0.000    0.003    0.000 {built-in function _imp.acquire_lock}
        1    0.003    0.003    0.003    0.003 ngrams.py:1205(<listcomp>)
      503    0.003    0.000   21.633    0.043 layout_cost.py:543(no_handswitching)
     5186    0.003    0.000    0.003    0.000 {method 'getrandbits' of 'Random' objects}
    28582    0.003    0.000    0.003    0.000 {method 'replace' of 'str' objects}
     3045    0.002    0.000    0.002    0.000 {built-in function _thread.allocate_lock}
      176    0.002    0.000    0.005    0.000 {built-in function posix.stat}
      155    0.002    0.000    0.003    0.000 frozen _structseq:77(structseq_new)
      503    0.002    0.000    0.455    0.001 layout_cost.py:417(load_per_hand)
      836    0.002    0.000    0.008    0.000 random.py:262(choice)
     1586    0.002    0.000    0.007    0.000 <frozen importlib._bootstrap>:1006(_handle_fromlist)
     1718    0.002    0.000    0.010    0.000 <frozen importlib._bootstrap>:160(__exit__)
        1    0.002    0.002    0.002    0.002 config.py:4(<module>)
     6787    0.002    0.000    0.002    0.000 {built-in function _thread.get_ident}
        3    0.002    0.001    0.011    0.004 codecs.py:318(decode)
       61    0.002    0.000    0.003    0.000 {built-in function __build_class__}
        2    0.002    0.001    2.426    1.213 ngrams.py:1161(get_all_data)
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       40    0.000    0.000    0.001    0.000 <frozen importlib._bootstrap>:513(_init_module_attrs)
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