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pokemon-color-search
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Add k=4

Kirk Trombley 3 年之前
父节点
67d6028464
当前提交
869c09b5ea
共有 7 个文件被更改，包括 1140 次插入 和 39 次删除
分列视图 显示文件统计
  1. 29 11
      anim_ingest.py
  2. 1091 0
      database-v3.js
  3. 1 1
      nearest.html
  4. 7 5
      web/convert.js
  5. 6 6
      web/nearest.css
  6. 5 13
      web/render.js
  7. 1 3
      web/score.js

+ 29 - 11
anim_ingest.py
查看文件 

@@ -158,21 +158,23 @@ def chromatic_dist_rgb(p: np.array, q: np.array) -> float:
 
 
 
 def compute_stats(pixels: np.array, chroma_dist, verbose: bool = False) -> list[float]:
 
-  # return [inertia, *mu (3 components), *nu (3 components), and all cluster data (8 * 3 = 24 components)]
 
+  # return [inertia, *mu (3 components), *nu (3 components), and all cluster data (8 * 4 = 32 components)]
 
   total_stats = [ingest.inertia(pixels), *ingest.mu(pixels), *ingest.nu(pixels)]
 
 
-  # attempt both k=2 and k=3 and select the "better" k
 
+  # attempt all of k=2,3,4 and select the "best" k
 
   # for a normal k-means problem this involves using the cluster variance or similar
 
   # but for this, what we really want to detect is a tripartite vs bipartite pokemon
 
   # these means need to be *distinct* to avoid punishing a pokemon with two shades
 
   # of the same color
 
   # for that reason, the average distance between the means is used instead
 
   # rather, the distance between the 2 means for the k=2 case is compared against
 
-  # the mean of the three distances for the k=3 case
 
+  # the mean of the three distances for the k=3 case, and the mean of the six
 
+  # differences for the k=4 case
 
   # also, since the actual color is most important, as opposed to shades/hues, a
 
   # "chromatic" distance is used (distance in the a-b plane)
 
   # finally, a few different clusterings are actually attempted, in the hopes of
 
   # avoiding local maxima
 
+  # result is then padded to have 2 fake empty clusters which can then be ignored by the UI
 
 
   best_dist = 0
 
   best_means = None
 
@@ -190,15 +192,25 @@ def compute_stats(pixels: np.array, chroma_dist, verbose: bool = False) -> list[
 
             ) / 3
 
     if dist3 > best_dist:
 
       best_dist, best_means, best_labels = dist3, kmeans3, labels3
 
+  for i in range(cluster_attempts):
 
+    kmeans4, labels4 = vq.kmeans2(pixels.astype(float), 4, minit="++", seed=cluster_seed + i)
 
+    dist4 = ( chroma_dist(kmeans4[0], kmeans4[1])
 
+            + chroma_dist(kmeans4[0], kmeans4[2])
 
+            + chroma_dist(kmeans4[0], kmeans4[3])
 
+            + chroma_dist(kmeans4[1], kmeans4[2])
 
+            + chroma_dist(kmeans4[1], kmeans4[3])
 
+            + chroma_dist(kmeans4[2], kmeans4[3])
 
+            ) / 6
 
+    if dist4 > best_dist:
 
+      best_dist, best_means, best_labels = dist4, kmeans4, labels4
 
 
   cluster_stats = []
 
   for i in range(len(best_means)):
 
     cluster_pixels = pixels[best_labels == i]
 
     cluster_stats += [len(cluster_pixels), ingest.inertia(cluster_pixels), *best_means[i], *ingest.nu(cluster_pixels)]
 
-  if len(cluster_stats) < 24:
 
-    cluster_stats += [0] * 8
 
-    if verbose:
 
-      print("  Selected k=2")
 
+  cluster_stats += [0] * (32 - len(cluster_stats))
 
+  if verbose:
 
+    print(f"    Selected k={len(best_means)}")
 
 
   return [*total_stats, *cluster_stats]
 
 
@@ -208,15 +220,21 @@ def get_stats(name: str, verbose: bool = False) -> list[float]:
 
   back = get_all_pixels(load_image(back_base, name))
 
   rgb_pixels = np.array(front + back)
 
   jab_pixels = cspace_convert(rgb_pixels, "sRGB255", "CAM02-UCS")
 
-  return [len(rgb_pixels), *compute_stats(jab_pixels, chromatic_dist_jab, verbose), *compute_stats(rgb_pixels, chromatic_dist_rgb, verbose)]
 
+  if verbose:
 
+    print(f"  Jab space...")
 
+  jab_stats = compute_stats(jab_pixels, chromatic_dist_jab, verbose)
 
+  if verbose:
 
+    print(f"  RGB space...")
 
+  rgb_stats = compute_stats(rgb_pixels, chromatic_dist_rgb, verbose)
 
+  return [len(rgb_pixels), *jab_stats, *rgb_stats]
 
 
 
 if __name__ == "__main__":
 
   pkmn = get_all_pokemon()
 
   print("Found", len(pkmn), "sprites...")
 
   errors = []
 
-  with open("database-anim.js", "w") as outfile:
 
-    outfile.write("const databaseV2 = [\n")
 
+  with open("database-v3.js", "w") as outfile:
 
+    outfile.write("const databaseV3 = [\n")
 
     for name in pkmn:
 
       print("Ingesting", name, "...")
 
       try:
 
@@ -224,7 +242,7 @@ if __name__ == "__main__":
 
         outfile.write(f'  [ "{rename.get(name, name)}", {", ".join(str(n) for n in stats)} ],\n')
 
       except Exception as e:
 
         print(e)
 
-        errors.append(name)
 
+        errors.append((name, e))
 
     outfile.write("];\n")
 
   print("Errors:", errors)

+ 1091 - 0
database-v3.js
查看文件 

@@ -0,0 +1,1091 @@
 
+const databaseV3 = [
 
+  [ "abomasnow", 643230, 5561.683924195126, 69.61371653270888, -6.552328149810986, -3.3503899532443286, 0.9871714201603669, -0.11833094999331704, -0.050692096178482554, 343871, 8237.782389186717, 90.15285175397882, -3.797228773400978, -4.310801853627945, 0.997325916604959, -0.04332731297080033, -0.04978857612369955, 215830, 1767.9519595649779, 38.94356435383681, -8.129027661932625, -2.781814780803208, 0.9752413568172096, -0.20237059703280358, -0.06653285831836608, 83529, 4347.357339286749, 64.30688868882051, -13.820459241418115, -0.8657173110656994, 0.9761935409665512, -0.20995539953390818, -0.013480859988460395, 0, 0, 0, 0, 0, 0, 0, 0, 97853.80921287875, 154.6996128911898, 171.7657261010836, 173.22804284626028, 0.5206800054170534, 0.6014273578939828, 0.6029890452241935, 342025, 153232.52354067686, 217.79557927052116, 225.0408712813391, 230.3562868211388, 0.5587841475800137, 0.578877882969001, 0.5936040395850245, 214728, 24279.578438769047, 70.1513589285049, 91.88940892664208, 91.61172739465742, 0.48278028293226155, 0.6199060422574924, 0.6166882835190568, 86477, 61515.160296957576, 115.08768805578362, 159.39538836916174, 149.93885079269631, 0.46408186242363075, 0.6447289666739776, 0.6060915639412094, 0, 0, 0, 0, 0, 0, 0, 0 ],
 
+  [ "abra", 224598, 4870.244587845157, 59.30200753627033, -2.2741260432996984, 18.594530642911703, 0.951085856960066, -0.017072559480187783, 0.25838909723448394, 107396, 1242.187762981146, 31.01437069018186, 0.5567580596799276, 7.8593573487362685, 0.956212136119146, 0.021692643602495298, 0.19405088524002287, 117202, 8194.750916786283, 85.22288812451487, -4.8681571103772425, 28.431518673037317, 0.9463884808338442, -0.05259437438307317, 0.3173442909632048, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 60163.07415025958, 153.9583077320368, 141.95599248434982, 57.40749249770701, 0.6897640969372862, 0.6315718039387062, 0.3120117031214965, 103599, 13135.789775963089, 72.81648471510343, 64.9946524580353, 41.141816040695375, 0.6625339107654094, 0.5985110293421423, 0.40958375057886476, 120999, 100427.70141075546, 223.4317060471574, 207.85007314110035, 71.33411846378895, 0.7130785049683835, 0.6598783452110043, 0.2284707933262304, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ],
 
+  [ "absol", 340179, 4959.972655765645, 64.58715825058017, -2.3391628207607185, -6.71186436157912, 0.9846609656046115, -0.04381351655076407, -0.13163152397821112, 133567, 5835.155314717466, 75.9388283374711, -2.7451400114365194, -7.278140920068327, 0.9946910226641785, -0.036004765344233434, -0.09568220334580481, 86528, 774.2445010895889, 26.09301920096848, -1.61439023430801, -4.4077860592817535, 0.978202341782348, -0.06494194007605454, -0.18518919118652874, 78897, 9219.578166712907, 95.91868919098414, -1.9132417984940826, -3.4320210494110683, 0.9991456813003943, -0.019945557647148327, -0.03583584931924349, 41187, 2755.807932864736, 48.62698995729894, -3.3611323215484634, -15.998804999179045, 0.9379560965146146, -0.07047002455574247, -0.3192003302625846, 88534.46881788706, 149.374502835272, 154.96192004797473, 166.27032826835284, 0.5394170393741973, 0.5666366065231684, 0.620002673186081, 78897, 176062.27566320647, 239.78426302647756, 241.1882707834265, 245.5245319847396, 0.5716076461708116, 0.574981433617695, 0.5853677852879438, 86528, 11330.438158746301, 54.49650980029586, 57.512215698964496, 62.7409162352071, 0.534436808756825, 0.5675190022798626, 0.6259012258593839, 133171, 100508.2514736692, 174.2664318808149, 180.95743818098535, 192.96671948096807, 0.5499709339125106, 0.5711855595213029, 0.6092954974208722, 41583, 44768.227280379004, 95.54628093211169, 110.88810331144938, 145.83142149436068, 0.45490448378386417, 0.5343993368681365, 0.7077328535272888 ],
 
+  [ "accelgor", 366173, 2813.1357187166473, 47.462753135710486, 3.712715489556444, -4.4131242871980545, 0.9628099871710831, 0.050228117018497685, -0.11061678322077348, 86105, 4699.755911354856, 62.74025496100244, 23.389012949297094, 5.923442194216866, 0.9239451968984944, 0.3555533254590121, 0.08952515686542231, 280068, 2233.107183896976, 42.765789203202615, -2.3366282154287945, -7.591031284367181, 0.9747587023611864, -0.043642039774534756, -0.17214906020721127, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 43783.47610555666, 117.48905845051382, 100.02303282874489, 112.48019651913167, 0.5894131496019586, 0.5260645711679034, 0.5885142869016867, 282809, 34620.199823909425, 89.56762691427784, 97.1910335243928, 109.36084778065762, 0.5299927312408834, 0.5623930083733797, 0.6283667919240558, 83364, 74869.52046446908, 212.21138620987477, 109.63047598483757, 123.06246101434672, 0.7909945168179139, 0.4028218165233832, 0.45331627465847146, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ],
 
+  [ "aegislash", 339516, 3421.639109403786, 51.38333659494748, 3.632424908023149, -0.24398581980585643, 0.9720317348050608, 0.08241226856885457, -0.031987572331286004, 112788, 6095.589404752929, 75.98980846074345, -0.8072859573914097, 13.123915526682133, 0.9817938573451441, -0.00903452057705706, 0.17156349813981223, 70655, 4857.42965189209, 65.96589227871765, 11.821597364980205, -17.44682293689511, 0.9515450573865868, 0.1724490969872278, -0.25339363922282354, 156073, 839.2879872512344, 26.99958526940288, 3.1335566165511892, -2.1166505379812794, 0.9742514391463156, 0.10773726611677312, -0.07885456713566971, 0, 0, 0, 0, 0, 0, 0, 0, 54679.69957233238, 130.03025777872028, 114.55221550678024, 114.146222858422, 0.6169253651283026, 0.5444268528342399, 0.5531076360632732, 158597, 12785.303782543175, 65.25942483149113, 57.19476408759308, 62.63544077126301, 0.6058344018022791, 0.5363758350850975, 0.5804295269029458, 97577, 87107.45619357021, 193.7445914508542, 178.94064174959263, 122.37531385469937, 0.6673613414760878, 0.6141752456123968, 0.4194802866490421, 83342, 96436.82420628254, 178.6900722324878, 148.31538719973122, 202.534856374937, 0.5789805383446378, 0.47808609235099375, 0.6575662038016682, 0, 0, 0, 0, 0, 0, 0, 0 ],
 
+  [ "aerodactyl", 232986, 4023.3814775644414, 58.590489167539225, 2.5357102080119516, -4.946209558285206, 0.9929380319418439, 0.04512173874660807, -0.08107971730163141, 117704, 6139.523180581206, 77.69129447839917, 1.5922644936456234, -5.230282064839195, 0.9973522296484668, 0.021158289493342232, -0.06537177786902687, 51247, 3317.501556285982, 56.11983494397764, 6.790321590013883, -8.45489846813163, 0.9800265948578092, 0.11719377703530738, -0.14600165218444433, 64035, 698.5729402620785, 25.45817759871194, 0.8649249323190454, -1.616058064968643, 0.9951571884911364, 0.03149041345170774, -0.05799598037652431, 0, 0, 0, 0, 0, 0, 0, 0, 70227.9956993124, 141.56258745160653, 134.36537817722953, 146.2224897633334, 0.5820587287467456, 0.5508747507459292, 0.5970489504342235, 64035, 10303.128101819317, 57.09674396814242, 54.84199266026392, 57.450128835792924, 0.5841455828176647, 0.5612255959578413, 0.585107611542832, 72699, 127619.32950934676, 203.9805361834413, 199.36459923795374, 213.13836503940908, 0.5732157172486961, 0.5598492925669493, 0.5981681130903747, 48602, 55121.51203654171, 137.85284556191104, 119.41366610427555, 145.23832352578083, 0.5908238439757021, 0.5136543497466789, 0.6213250878745361, 47650, 78605.78455403987, 163.6265687303253, 157.31573976915004, 164.43137460650578, 0.5838057227087063, 0.5612363318645494, 0.5866278129376467 ],
 
+  [ "aggron", 597996, 2666.6396701789645, 46.441277987506105, -1.0834377283069194, -0.6685426006330306, 0.9994220672528032, -0.025517748182424617, -0.015712391901577062, 458331, 1463.303377997058, 36.082191764369455, -0.9233733382411283, -0.5711133301885088, 0.999368238684475, -0.02716670537557738, -0.016733928701691984, 139665, 6615.5626369237925, 80.43612528301821, -1.608712292157477, -0.9882709144501672, 0.9995987135231178, -0.020106455450910964, -0.012360070395733688, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 44229.62899417387, 106.99797824734614, 107.0054047184262, 107.03156375627931, 0.5772346525380022, 0.5772518979525811, 0.5773639774794204, 458331, 21982.84453375399, 80.34023664120473, 80.35215379278294, 80.36992915600298, 0.5772319657884667, 0.5772549245110743, 0.5773480144159051, 139665, 117235.68612035943, 194.47923244907457, 194.47192209930907, 194.52559338416927, 0.5772434694976567, 0.5772419658614367, 0.5774163625933312, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ],
 
+  [ "aipom", 96052, 3921.9428250268265, 55.28251828105135, 7.853072673675003, -2.6276907940261323, 0.9575450252358854, 0.16592436828575835, -0.08777629949506012, 28776, 745.2854527007103, 24.81326183518593, 4.951958197760319, -2.9318431635675157, 0.9524406491466666, 0.19141867081174574, -0.13310478605865875, 26127, 7775.996790387229, 86.49653743658372, -0.7613426974892165, 13.361561210025807, 0.9877354964676953, -0.007140086376263014, 0.15434156611237823, 41149, 3696.33891225563, 56.771124201395416, 15.351463899746427, -12.567152227453043, 0.9419455473531981, 0.257980820629037, -0.20980699150156124, 0, 0, 0, 0, 0, 0, 0, 0, 65596.69082372049, 148.09891517094906, 119.90793528505392, 132.12877399741805, 0.630218961256007, 0.5020603724609148, 0.5805994261815199, 28776, 10759.38514734501, 62.023248540450375, 49.97345009730331, 58.343897692521544, 0.6194452617395615, 0.5056253926453415, 0.5935231054716973, 24065, 129704.30612923333, 229.62223145647206, 217.111614377727, 166.23872844379804, 0.6445841472603879, 0.6073630240953468, 0.46379990693245976, 43211, 66412.42167503644, 160.01844437758905, 112.34569901182569, 162.26872787021824, 0.6293933792545038, 0.44104129554977445, 0.6370408099831997, 0, 0, 0, 0, 0, 0, 0, 0 ],
 
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+  [ "vivillon-jungle", 684318, 2094.1003050509617, 42.16039807419659, -4.327984168466608, 4.753757527108868, 0.9795724340834182, -0.088820689693066, 0.10318659357165401, 338551, 2587.934342885777, 49.85313924744451, -8.009926053560829, 4.973323149127463, 0.9818556307664882, -0.15800391121988383, 0.09806458275791678, 167216, 1280.0192595686449, 34.31857131463647, 1.0177844071019573, 5.6347112586381405, 0.9694516262486954, 0.024830723224308824, 0.15448073903515822, 121992, 361.2301422159592, 18.265041728148354, -1.338116590949153, 0.5933629464292328, 0.9870399433250476, -0.06821919559606508, 0.030609110145022433, 56559, 5282.552464057493, 70.83728412095968, -4.5421473698993635, 9.808499223704812, 0.9797210593328209, -0.05514794617178439, 0.1387376537615607, 27923.294139566693, 89.7274235077844, 97.59128212322341, 81.68252917503266, 0.5788437611232575, 0.6163540098957706, 0.5229552583978441, 55689, 75189.04932751531, 162.75567885937977, 169.81466716945897, 133.66230314783888, 0.6024166244504947, 0.6216689372207181, 0.4873055579775726, 117630, 4445.375456941257, 37.598954348380516, 38.38859984697781, 35.776256057128286, 0.5808428451649765, 0.5913888952486833, 0.5527333034927456, 172573, 16486.260736036344, 82.16541405666008, 73.73625654071031, 60.39292936902065, 0.6446706810105551, 0.5802843147563738, 0.47673400532468085, 338426, 34138.08880523364, 99.68528718242688, 118.44871256936524, 99.94136088834782, 0.5407029253492189, 0.6425497482452612, 0.54204080451158 ],
 
+  [ "vivillon-marine", 682408, 3782.5753332040604, 54.10816386602891, -9.998907244910969, -11.168769377265425, 0.9543644787351498, -0.1624008875959223, -0.19184639297942063, 38086, 8396.474472582604, 91.27122500053812, -2.4358116763334876, -0.01708622464031362, 0.9992064676191771, -0.027024417428166348, 0.0007013828468266345, 270129, 6024.675795441982, 74.19543535473409, -16.5823382901054, -14.518259628506906, 0.9581568145321515, -0.21416792704863363, -0.1869081077137049, 188907, 720.4003732570484, 24.766729227270222, -2.618222723787196, -2.5710056191684347, 0.976128939317093, -0.09394653451374836, -0.09224385562416679, 185286, 2687.4303507004547, 47.098759415189676, -9.480440570921038, -17.34358188726533, 0.9174284402871132, -0.18454868138602532, -0.3401736555610516, 60167.51570468107, 88.25356971196118, 133.40018288179505, 154.3525500873378, 0.41433646086580667, 0.5904993470491877, 0.6805850934486404, 36665, 157543.12333287878, 227.72248738579026, 229.61581890085913, 227.22067366698485, 0.5759734633949773, 0.5811863223544959, 0.5746802276936853, 177606, 43449.02824791955, 71.35198698242176, 116.76055989099467, 153.5164465164465, 0.347593872254898, 0.5652962821708238, 0.7434018634655779, 263345, 96259.43584271583, 110.48323302132184, 190.65951508477474, 216.91162923161633, 0.35790148258154997, 0.6164704762863563, 0.7007067822929905, 204792, 10821.839705652565, 49.35617113949764, 56.974305636938944, 61.58606781514903, 0.5158508405843041, 0.5806274309658644, 0.6191931469824216 ],
 
+  [ "vivillon-modern", 682331, 3656.3006304292107, 52.790353478548006, 10.09057477725185, 3.2947595556936675, 0.9437159824965202, 0.16775299703187818, 0.04458166360443126, 270839, 1342.4840566328337, 31.842087938808927, 0.32809412003530997, -5.022812919061389, 0.9589248041350743, 0.024034433480662983, -0.0902853183910002, 281232, 4022.8446299409607, 57.240658744179235, 24.276171415911932, 10.960414268419438, 0.9054315796001474, 0.384678791188123, 0.17364974340081551, 111171, 7629.12596001814, 86.88916227968956, 0.27145419249971586, 0.9767919368474847, 0.9993260648533244, 0.003893249723505037, 0.011937886570549063, 19089, 7948.034102315491, 85.85863190233763, -3.2040850075550504, 21.870189566305747, 0.9680980184824745, -0.03474220650979495, 0.24669836201543785, 56908.35598851584, 151.15711582794862, 105.24606239493735, 105.66657677871883, 0.688114979952241, 0.4844469924772295, 0.4919539698273163, 89239, 45657.01593473706, 94.29678727910442, 111.77983841145688, 152.57363932809645, 0.44659450443419746, 0.5265706934718292, 0.7163804840058663, 194534, 10101.505695662456, 61.121670247874405, 49.96676673486383, 49.54825891617918, 0.6343608401105585, 0.5372961702424917, 0.5337066038631896, 398558, 82273.75362180661, 207.8342223716498, 130.7646440417706, 122.55491296122521, 0.7684296482195861, 0.4492199015628359, 0.42132458939110684, 0, 0, 0, 0, 0, 0, 0, 0 ],
 
+  [ "vivillon-monsoon", 681274, 3572.299665392164, 53.43764043226546, -2.3088858320169185, -2.006804426095637, 0.9923522125912559, -0.04614165152969845, -0.03786947504337774, 100428, 2305.433905837516, 45.98517632427644, -2.1316263112972886, -6.170841039287739, 0.9743624532040033, -0.04431229436094423, -0.12031183542115673, 326695, 6188.749673703935, 77.4591894326895, -3.0896872634410237, -1.8537795941732969, 0.9959419653014537, -0.040901575850776035, -0.024439562064762364, 254151, 709.6221982048831, 25.50430991128638, -1.3752593481890527, -0.558085272816738, 0.9948464829022097, -0.05360030880685309, -0.022555602788340845, 0, 0, 0, 0, 0, 0, 0, 0, 60565.687456148335, 121.35657312623115, 125.98584416842563, 128.69116684329654, 0.5589294561146854, 0.578651888806704, 0.5899257269675248, 235773, 71133.4860565035, 148.27982847908794, 152.17821803175087, 157.3655889351198, 0.556629343623376, 0.5727059461451733, 0.5969122683319201, 304209, 12318.717546160698, 59.89626539648728, 61.30987906340707, 61.46015403883514, 0.5685199360870369, 0.580949347887575, 0.5809183955296813, 28466, 95309.97825476006, 120.56284690507974, 185.207335066395, 213.99588983348556, 0.39257888619194603, 0.6019768949784841, 0.6948680704056116, 112826, 159802.83056210447, 231.008570719515, 230.6935989931399, 228.5204651410136, 0.5798477677054178, 0.5789976901626932, 0.5731351354726766 ],
 
+  [ "vivillon-ocean", 683404, 4635.451340403828, 60.72260861778749, -0.9613859474442199, 4.845860708535375, 0.9635915445509327, -0.011587330160223789, 0.057036765636521415, 192277, 7692.885185457995, 84.77380417627701, -0.7326931014873457, 19.7124214883182, 0.970512372744763, -0.004609947553889263, 0.22458280737806505, 181018, 5620.4674267163155, 71.84467898666901, -13.814934181257277, -12.675484263529288, 0.9649019369376826, -0.18864269400908926, -0.1720931331695069, 188500, 782.9376733889709, 25.825774989288526, -0.8803697821647852, -0.15716318007178348, 0.9826414728285999, -0.032412004016194665, -0.007538518035613427, 121609, 4306.684365045351, 60.231415338665876, 17.684270810603117, 15.176108635146473, 0.9211700776187854, 0.2732112347457258, 0.2332887430915384, 68108.19546856618, 146.086026713335, 140.11838531820123, 117.27382338997138, 0.6060991367533289, 0.5740215136478303, 0.4991963318597289, 111964, 55449.340118252294, 192.74039869958202, 104.60036261655532, 74.9785824014862, 0.8217075469499717, 0.4474860320502412, 0.3211984731157195, 180919, 90937.7957041549, 122.50874148099426, 180.75150758074057, 201.9786755398825, 0.4067297731396579, 0.607226491473987, 0.6790929079918849, 188872, 10782.944131475286, 56.24192045406413, 55.97947816510653, 54.86913888771231, 0.5804055116933019, 0.573864890245113, 0.563022390905893, 201649, 108347.2371001096, 225.48639467589723, 202.1911936086963, 123.21149125460578, 0.6893236120001058, 0.6146346039850297, 0.376843571245483 ],
 
+  [ "vivillon-pokeball", 657958, 3152.155053444398, 48.61506673077227, 6.49635564784342, 2.50085395705466, 0.9568510077829241, 0.1273155131385213, 0.03784311718304549, 299767, 919.5161873483714, 28.234041576457294, 0.6008635805789297, -0.674324357256912, 0.971518345214907, 0.023016297166033345, -0.027724831182920063, 144426, 7690.71574219898, 87.23865604847852, -1.354066938080601, 0.5641836777707055, 0.9997637276783281, -0.015667703311286956, 0.007017979042773471, 213765, 3216.643107804389, 51.10054497378348, 20.067703169302295, 8.26194309465604, 0.9072895911558034, 0.37018014061914256, 0.15061676384589642, 0, 0, 0, 0, 0, 0, 0, 0, 51303.19430267585, 130.76653373011652, 102.92483410795218, 102.85760489271351, 0.6523143760787842, 0.512063778938433, 0.5209316452724803, 350016, 14047.81538272536, 71.29721498445785, 58.70480778021576, 60.935737223441215, 0.6152149357816723, 0.5224069024559541, 0.5474625567767468, 139632, 141373.4943136244, 217.3035837057408, 216.33505929872808, 213.40114730147818, 0.5817053631088871, 0.5792113222371003, 0.5710572778884062, 168310, 54055.74956924722, 182.6462301705187, 100.79792644524984, 98.3297011466936, 0.7880441330390969, 0.434847900577478, 0.42417336677239986, 0, 0, 0, 0, 0, 0, 0, 0 ],
 
+  [ "vivillon-polar", 656715, 2604.936185936363, 42.60256302381142, -1.5530726853010568, -11.297768138789591, 0.9257872130912287, -0.03775406228863673, -0.2880638768783295, 127935, 7695.6353397213725, 86.99050514564931, -1.7098980452765593, -1.8610075158862265, 0.9967452803278588, -0.020521430119975998, -0.024898418924884324, 188028, 577.9815457236288, 22.054769665436595, -0.8745525279483132, -3.2464212865325295, 0.9601774715183679, -0.03941526202707669, -0.14849605008381328, 340752, 1812.1180391723276, 37.2754897102777, -1.8686022661065753, -19.283548460602933, 0.8801694270066773, -0.043307381805582995, -0.46388304213610665, 0, 0, 0, 0, 0, 0, 0, 0, 44481.86703669019, 90.77238680401696, 97.60236327782981, 123.70123874131092, 0.48098072176425416, 0.5236015881557304, 0.6898815231102516, 129515, 139442.17159402385, 211.23007373663282, 213.03106976025944, 216.17553179168436, 0.5681348227361446, 0.5749336985379668, 0.5863831529538038, 527200, 21153.369607359637, 61.18005500758726, 69.24547989377845, 100.98346927162368, 0.45956994143894114, 0.5109910451421652, 0.7153075310971733, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ],
 
+  [ "vivillon-river", 682354, 3718.4639884811513, 54.97244817585953, -3.1059897947903754, 7.19191854321177, 0.968194773546916, -0.05861985954506652, 0.10373034511007295, 211259, 854.0520015324784, 26.938395004073392, -0.9283462581317844, 2.0803087455833014, 0.9827916069049941, -0.03744966217155092, 0.05513356467510782, 314121, 5395.990223977598, 70.75974442947549, 2.5326227131895873, 18.227884532383946, 0.9672446203525605, 0.03435521653314994, 0.2495993139885229, 156974, 4216.550253278949, 61.10929091766466, -17.32014879902581, -8.012861218052016, 0.9504513934585006, -0.27316378783697676, -0.12276575701645771, 0, 0, 0, 0, 0, 0, 0, 0, 50368.22635025222, 124.87922837705942, 127.82873698989087, 97.11879464324969, 0.5886826977916649, 0.6085945009917232, 0.48468928455117155, 525432, 47533.7286004659, 138.59359726853333, 119.25125991565037, 77.44073638453692, 0.6675543437347906, 0.595062061948245, 0.42687272084199185, 156922, 59859.15701431284, 78.95852716636291, 156.5492537693886, 163.0080995653892, 0.3245917056337543, 0.653906034820536, 0.6782801940679974, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ],
 
+  [ "vivillon-sandstorm", 683635, 4458.013319022222, 60.86408591839445, 0.699060317429967, 9.364196462505848, 0.9876209304578019, 0.006269519015246261, 0.13125230484661685, 416551, 6523.854455705786, 79.2114452263381, 1.0637822335135927, 13.21347400725752, 0.9857646061715744, 0.01424806570514379, 0.1648518049239689, 267084, 1236.0749351141528, 32.24907765468062, 0.13023073996774373, 3.360765292768453, 0.9905161010289191, -0.006174025346164773, 0.0788496698820937, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 67139.63707533991, 155.65825769599275, 141.6864525660623, 109.85897006443497, 0.6441106954991115, 0.5930540250189305, 0.478930552113623, 412805, 99796.97872361042, 207.67098508981238, 187.8176572473686, 141.3616235268468, 0.6624726969716531, 0.5981880408496553, 0.45038486937008854, 270830, 17362.603810508437, 76.37932282243474, 71.37226304323745, 61.841937746926114, 0.6161229318945949, 0.585228645981892, 0.5224405050893386, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ],
 
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+  [ "zekrom", 841956, 1062.4964446879244, 30.146879926542443, -4.83950616759939, -0.7193034845910627, 0.9849818113969951, -0.1559424378334295, -0.0167095957459421, 375554, 1063.4049582506407, 32.02041745927097, -5.528319583728888, 0.3663390698899909, 0.9851169554669348, -0.17025278644286768, 0.010870479220010167, 174460, 2060.1176330464855, 44.447789194047786, -7.499207273288096, -3.1861014620160826, 0.9832295568134463, -0.16684651122932145, -0.06997418081327422, 279089, 322.69463320915287, 17.365847861186154, -2.1665853460933437, -0.40537872676615017, 0.985805755658922, -0.13189502889710542, -0.016816927510398278, 12853, 3558.750964356434, 58.816786771266166, -6.65112295117356, -5.774370433306278, 0.9869261555946147, -0.11196313386326942, -0.09725988348848126, 14745.095567939417, 59.30408596173672, 68.98117716365226, 67.1906144739155, 0.5291862171836657, 0.6091009336509444, 0.589937936128494, 647837, 9930.702676753566, 50.70292836006588, 58.04752121289769, 55.367549244640244, 0.5362297497047265, 0.6097151101791388, 0.5830957427182177, 194119, 30812.259768492524, 88.00889145318078, 105.47027338900365, 106.6479530597211, 0.5056797032547802, 0.6070512307547975, 0.6127725172487567, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ],
 
+  [ "zeraora", 233279, 4545.606278791343, 58.36429024137437, -4.402474809279514, 15.178436230774052, 0.9455101521336814, -0.07946678412635129, 0.19994202474577333, 129906, 7130.265269686772, 78.72168785547387, -4.923544922137625, 25.182330583836357, 0.9458294102534266, -0.05687073696025862, 0.307916045101956, 103373, 1297.5365616350384, 32.78170973727151, -3.747660359858217, 2.606817918190212, 0.9451089492544774, -0.10786261382216861, 0.06425404927459487, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 56766.93645377424, 142.78592157888193, 140.46177752819585, 69.12716961235259, 0.6363458254452106, 0.6404286306078664, 0.3634735449348341, 155202, 27392.13555882012, 97.96320923699437, 98.26039612891586, 58.70109276942308, 0.6095381355551522, 0.6281091704982419, 0.41325439690402543, 3506, 130921.23958927553, 153.96634341129493, 218.13177410154023, 238.97375926982315, 0.4258395863945884, 0.6051117988704297, 0.6640454595954917, 74571, 114417.26783870405, 235.5482023843049, 224.64232744632633, 82.84115809094688, 0.702036803981169, 0.6677291316078223, 0.24573484061095316, 0, 0, 0, 0, 0, 0, 0, 0 ],
 
+  [ "zigzagoon-galar", 90193, 2949.3428040358967, 42.34345785551928, -0.2437032781096901, 0.8170907021651879, 0.9787367780752926, 0.005943109430723645, 0.05789085154805295, 60558, 478.36100052974973, 19.629775955120824, 0.26589775999855497, 1.1277452616135664, 0.9697028890587008, 0.015083668012029733, 0.08516330505262507, 18247, 6773.089376940271, 81.88165067134658, -0.4150859106474676, 0.22000022275512945, 0.9956732656303081, -0.003932063326054051, 0.0027471235282363953, 11388, 9962.4980851177, 99.77599598454053, -2.6790036618338853, 0.12184054118314959, 0.9996389700884788, -0.02684066904434133, 0.0012208801611676703, 0, 0, 0, 0, 0, 0, 0, 0, 52498.30089918286, 101.89539099486656, 99.38823412016454, 98.03748627942302, 0.5976328094458842, 0.576565515487728, 0.5412224026772147, 18237, 117303.46191807862, 200.92504249602456, 194.87794045073204, 195.20392608433406, 0.5881521746837832, 0.5692436676568261, 0.5705996696867469, 60548, 6616.776772147718, 43.60563519852018, 41.33122481337121, 39.77896875206448, 0.6044347453789917, 0.5779282344513074, 0.5261428299450144, 11408, 192416.14814165497, 252.95818723702664, 254.87473702664798, 251.91304347826087, 0.5766873956371261, 0.581037695630023, 0.5742943479232101, 0, 0, 0, 0, 0, 0, 0, 0 ],
 
+  [ "zigzagoon", 174344, 3330.5581074848014, 53.13494796026073, 1.3323271205412914, 3.7292055361746197, 0.9956831253742292, 0.024972024187811054, 0.07325980270832264, 58538, 795.7803972561043, 26.984699085645005, 0.4899350734378292, 1.6206706561811866, 0.996095934224901, 0.016789982832940215, 0.06173539067202713, 115806, 4611.845930234117, 66.35346227404528, 1.7581422393890227, 4.795034722963755, 0.9954744573925222, 0.02910790952045203, 0.07908520063060447, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 53248.94455214978, 130.49652411324737, 121.17605997338595, 111.7535791309136, 0.6214132920451261, 0.5761375241071094, 0.5296683834193788, 60378, 98649.13433701017, 188.3047136374176, 178.87397727649144, 169.69028454072676, 0.6079216829893958, 0.5765628883714133, 0.5456194278544397, 57283, 10945.102595883596, 60.953162369289316, 57.654574655657, 54.56070736518688, 0.6098697053455446, 0.5761733027300227, 0.5430501824087246, 56683, 47640.88428629395, 139.19947779757598, 123.91085510646931, 107.8384171621121, 0.6474501575710832, 0.5756482742362966, 0.4991540889666079, 0, 0, 0, 0, 0, 0, 0, 0 ],
 
+  [ "zoroark", 449568, 1286.8294041377862, 29.8608140607801, 10.444540665905267, 0.16733348215299543, 0.9126941269880157, 0.28092318063926114, -0.03688438991024562, 292904, 803.103816819755, 25.612969288529904, 3.1265488965510215, -4.074960159462304, 0.9614969669073582, 0.14539430517321408, -0.1527878161870271, 156664, 2191.218156043465, 37.80271982804762, 24.126490962103897, 8.09886067918898, 0.8214507844039401, 0.5343122792190221, 0.17981234431201007, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 17046.520085949178, 87.2878140792939, 51.15926178019788, 59.83772643960424, 0.6975228895960172, 0.4409594550762495, 0.5169516772704777, 188043, 27410.59354509341, 133.06760687715044, 55.162999952138605, 64.72969480384806, 0.8320432361115531, 0.338806225467632, 0.39605394368372904, 261525, 9594.492687123602, 54.3710008603384, 48.28047414205143, 56.32027913201415, 0.6007994041947017, 0.5144101758671971, 0.6038801640939548, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ],
 
+  [ "zorua", 98357, 1575.4835483579332, 34.751567199046015, 5.161377827016367, -6.1208871465122705, 0.9490745343514785, 0.14394007299527584, -0.17260236377724725, 8738, 2645.199418579044, 40.705695930511716, 26.766277715806403, 10.135219016444536, 0.8057066568202642, 0.5508314642093605, 0.20590480678334094, 89619, 1471.184490413279, 34.171029848088494, 3.054864529297005, -7.7058842526166345, 0.9630531383734545, 0.10426749266699925, -0.2095074358752714, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 24541.287015667414, 85.62624927559807, 70.72450359405025, 86.91312260439013, 0.6009973185061466, 0.4954380940765215, 0.6052179736432759, 56662, 34350.1834033391, 99.4071158801313, 93.92815290670997, 116.35129363594649, 0.5543392607243883, 0.5212417773103389, 0.6481497152260788, 34892, 5910.248280408116, 45.395649432534675, 36.81631892697467, 44.2990083686805, 0.6159329358380496, 0.49858450248184766, 0.5929310657442622, 6803, 38400.248713802735, 177.1850654123181, 51.37409966191386, 60.28752021167132, 0.9130075066638125, 0.2643822684886269, 0.31065916853337894, 0, 0, 0, 0, 0, 0, 0, 0 ],
 
+  [ "zubat", 89300, 2208.5699646984276, 40.4837482598954, -2.604329277396535, -11.143395330239077, 0.9271154014396374, -0.05649349965209891, -0.24447327254093823, 34820, 3455.518751135756, 54.18752345434699, -13.505647747308549, -17.462116491790525, 0.9255773429604031, -0.2316626436306676, -0.2990782433287774, 33950, 580.365236337072, 21.259023105156317, -2.9074090361164444, -6.23354349737926, 0.9236393683825792, -0.10020558763470166, -0.23798805350436655, 20530, 2786.2023945163496, 49.032894228344674, 16.386097752845345, -8.545811252336254, 0.935472270341706, 0.31288862311177457, -0.16258472424367726, 0, 0, 0, 0, 0, 0, 0, 0, 33701.61792833147, 72.668241881299, 90.80746920492722, 118.05377379619262, 0.44045725190939966, 0.5424681355910902, 0.6879094759450421, 34815, 51230.92767485279, 66.82091052707166, 133.2410455263536, 168.5171334195031, 0.2974726634047605, 0.5923407923130956, 0.7487282043085287, 35112, 7942.582820688084, 38.107370699475965, 47.777113237639554, 58.15333789018, 0.45891603785880813, 0.5597261642251422, 0.6664742304444683, 19373, 48886.06648428225, 145.81520673101738, 92.53961699272183, 135.93134775202603, 0.6639581839560399, 0.42156376119570566, 0.6174624781664064, 0, 0, 0, 0, 0, 0, 0, 0 ],
 
+  [ "zweilous", 551097, 1728.699969928366, 38.30535074845324, -0.2495694649121924, -3.418790109555235, 0.9806931220352431, 0.007185257997443002, -0.06289525632030385, 415153, 1253.6369363110202, 33.46330238230099, 1.5660471895146013, 0.6193131960760625, 0.990120523907327, 0.0441385235016359, 0.009303436502694664, 135944, 3179.472667519213, 53.0922549552766, -5.794195935644739, -15.750564234529964, 0.9519032220024827, -0.10566458483359337, -0.2833794551195897, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 26543.670098004524, 83.80730252568966, 84.9941026715805, 92.69445487817934, 0.566929621616825, 0.5591405347323076, 0.5946310995747842, 382412, 16847.277269018756, 75.12043555118564, 69.41844398188341, 68.84619991004466, 0.6049212461005034, 0.5611190120971404, 0.5608573606476187, 168685, 48525.57112369209, 103.50058985683374, 120.30440762367726, 146.7588878679195, 0.4808019096008485, 0.5546552901288146, 0.6711967873994702, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ],
 
+  [ "zygarde-10", 128635, 1076.1007275529748, 26.62907748889904, -2.9882350991698727, 1.8830711880747872, 0.9621356172070421, -0.05318766997714582, 0.031353904391043644, 93419, 497.8376197142353, 20.50883086318874, 0.5729962121069102, 1.497202988217526, 0.9872106602014584, 0.04270020319270629, 0.057397422254065425, 14843, 4746.910706842365, 63.00544858282568, -11.633968334368271, 19.26484469868183, 0.9326621542463496, -0.17850245510878618, 0.29575322443126395, 20373, 1053.2729038956784, 28.190597312935743, -13.019062638452542, -9.011261647303893, 0.8686289745582579, -0.4015753334502575, -0.28069824809549376, 0, 0, 0, 0, 0, 0, 0, 0, 12605.866607066506, 51.20720643681735, 60.8943988805535, 50.43006180277529, 0.5394583909786683, 0.6042422841366151, 0.5450189880580146, 114566, 7542.634638548959, 41.20525286734284, 48.56894715709722, 47.185473875320774, 0.5328869516487307, 0.589075924944922, 0.5707582508959791, 14069, 53836.53216291137, 132.65463074845405, 161.2624209254389, 76.85123320776175, 0.5929706177383123, 0.7277442464056647, 0.3354202684421378, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ],
 
+  [ "zygarde-complete", 1050214, 1156.5508184977691, 27.902474064063817, -0.09520000108508084, -0.3941296056593286, 0.975840261826792, 0.02712770235756892, -0.016567877651795064, 962356, 707.7916854647909, 23.953717074841844, -0.14666433396738646, -1.4322944939446205, 0.9806439127056281, 0.023815200844739134, -0.03218104053268951, 64766, 7268.865064652705, 81.75028405980846, -9.651039742874996, 12.360320985988908, 0.9653172531099827, -0.11836993175583566, 0.15887594653672804, 23092, 2715.354723081131, 41.43974753651732, 28.850778097499916, 7.0989182987039925, 0.8051625784840576, 0.5732521383931107, 0.14204230164924755, 0, 0, 0, 0, 0, 0, 0, 0, 16473.6171827837, 60.372117492244435, 61.31911591351858, 60.761881864077225, 0.5729063809741918, 0.5629979083467159, 0.5706821822425723, 132730, 22372.664258268665, 39.460837791004295, 82.78738039629323, 106.82276049122278, 0.25414855689087035, 0.5975614352459006, 0.7535478000975935, 347202, 15314.72680168893, 77.22528096036314, 66.81332480803682, 65.4635140350574, 0.6270451935891382, 0.5479590838646267, 0.54123552268377, 508657, 4117.902665253796, 38.017581592310734, 34.38428056627551, 34.54917950603255, 0.6157380188541357, 0.5550994866436869, 0.5591738608572421, 61625, 112282.28605273833, 194.97484787018254, 206.4470588235294, 151.42635294117648, 0.6008984222491672, 0.6384783221269235, 0.4377162408442288 ],
 
+  [ "zygarde", 782313, 1687.2327442681844, 32.45921974880362, -2.3656706639737592, 5.597734293142684, 0.9793431610762356, -0.01092207963557251, 0.10516802494750128, 614045, 557.8962362263306, 22.09418407281509, 0.628641288456606, 1.3771940391242399, 0.9910201807090406, 0.03627048903377146, 0.05477702824954555, 168268, 5808.41702215986, 70.28339506415041, -13.29253900983306, 20.999365264314033, 0.9367312828873579, -0.18313759790864134, 0.28905527366617084, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 19884.122396023075, 70.35115740119365, 75.73069730402025, 52.58177481391719, 0.6057566271124637, 0.6092763658476121, 0.4951542603637425, 619421, 7689.132084640333, 50.29163525292168, 47.75053638801397, 44.18663719828679, 0.6103911087959842, 0.5760765550635212, 0.5383138256327986, 162892, 66257.38255408492, 146.63046681236648, 182.1294108980183, 84.505531272254, 0.5881333228483697, 0.7355235725595214, 0.33103360939377474, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ],
 
+];

+ 1 - 1
nearest.html
查看文件 

@@ -9,7 +9,7 @@
 
   <script src="https://unpkg.com/d3-cam02@0.1.5/build/d3-cam02.min.js"></script>
 
   <script src="https://unpkg.com/fuse.js@6.5.3/dist/fuse.min.js"></script>
 
   <script src="https://unpkg.com/texzilla@1.0.2/TeXZilla.js"></script>
 
-  <script src="database-anim.js"></script>
 
+  <script src="database-v3.js"></script>
 
   <script src="web/math.js"></script>
 
   <script src="web/metrics.js"></script>
 
   <script src="web/convert.js"></script>

+ 7 - 5
web/convert.js
查看文件 

@@ -52,16 +52,18 @@ const buildPokemonData = ([name, size, ...values]) => ({
 
       buildClusterData(...values.slice(7, 15), size, jab2hue, jab2lit, jab2chroma, jab2hex),
 
       buildClusterData(...values.slice(15, 23), size, jab2hue, jab2lit, jab2chroma, jab2hex),
 
       buildClusterData(...values.slice(23, 31), size, jab2hue, jab2lit, jab2chroma, jab2hex),
 
-    ],
 
+      buildClusterData(...values.slice(31, 39), size, jab2hue, jab2lit, jab2chroma, jab2hex),
 
+    ].filter(c => c.size !== 0),
 
   },
 
   rgb: {
 
-    total: buildClusterData(size, ...values.slice(31, 38), size, rgb2hue, rgb2lit, rgb2chroma, rgb2hex),
 
+    total: buildClusterData(size, ...values.slice(39, 46), size, rgb2hue, rgb2lit, rgb2chroma, rgb2hex),
 
     clusters: [
 
-      buildClusterData(...values.slice(38, 46), size, rgb2hue, rgb2lit, rgb2chroma, rgb2hex),
 
       buildClusterData(...values.slice(46, 54), size, rgb2hue, rgb2lit, rgb2chroma, rgb2hex),
 
       buildClusterData(...values.slice(54, 62), size, rgb2hue, rgb2lit, rgb2chroma, rgb2hex),
 
-    ],
 
+      buildClusterData(...values.slice(62, 70), size, rgb2hue, rgb2lit, rgb2chroma, rgb2hex),
 
+      buildClusterData(...values.slice(70, 78), size, rgb2hue, rgb2lit, rgb2chroma, rgb2hex),
 
+    ].filter(c => c.size !== 0),
 
   },
 
 });
 
 
-const pokemonData = databaseV2.map(row => buildPokemonData(row));
 
+const pokemonData = databaseV3.map(row => buildPokemonData(row));

+ 6 - 6
web/nearest.css
查看文件 

@@ -1,7 +1,7 @@
 
 :root {
 
   --highlight: #ddd;
 
   --background: #222;
 
-  --tile-width: 378px;
 
+  --tile-width: 484px;
 
 }
 
 
 body {
 
@@ -141,11 +141,11 @@ math {
 
   display: grid;
 
   gap: 2px 2px;
 
   grid:
 
-    "icon name name name" 1.2em
 
-    "icon totl totl totl" 1.2em
 
-    "togg totl totl totl" auto
 
-    "togg cls1 cls2 cls3" auto
 
-    /60px 1fr  1fr  1fr
 
+    "icon name name name name" 1.2em
 
+    "icon totl totl totl totl" 1.2em
 
+    "togg totl totl totl totl" auto
 
+    "togg cls1 cls2 cls3 cls4" auto
 
+    /60px 1fr  1fr  1fr  1fr
 
   ;
 
   align-items: center;
 
 }

+ 5 - 13
web/render.js
查看文件 

@@ -111,16 +111,13 @@ const renderPokemonTile = (kind, name, { total: { mu, nu, size }, clusters }, sc
 
             [ ["α =", scores.total.alpha.toFixed(3)],
 
               ["σ =", scores.total.sigma.toFixed(3)],
 
               ["Θ =", scores.total.bigTheta.toFixed(3)],
 
-            ].map(([lbl, val]) => renderStatPair(lbl, val))
 
-          )}
 
-          ${ renderStatRow(
 
-            [ ["θ =", scores.total.theta.toFixed(3) + "°"],
 
+              ["θ =", scores.total.theta.toFixed(3) + "°"],
 
               ["ϕ =", scores.total.phi.toFixed(3) + "°"],
 
-              ["δ =", scores.total.delta.toFixed(3)],
 
             ].map(([lbl, val]) => renderStatPair(lbl, val))
 
           )}
 
           ${ renderStatRow(
 
-            [ ["M =", scores.total.manhattan.toFixed(3)],
 
+            [ ["δ =", scores.total.delta.toFixed(3)],
 
+              ["M =", scores.total.manhattan.toFixed(3)],
 
               ["Ч =", scores.total.ch.toFixed(3)],
 
               ["ℓ =", scores.total.lightnessDiff.toFixed(3)],
 
             ].map(([lbl, val]) => renderStatPair(lbl, val))
 
@@ -144,16 +141,11 @@ const renderPokemonTile = (kind, name, { total: { mu, nu, size }, clusters }, sc
 
             `<span class="pkmn-tile_indicator">${bestClusterIndex === 0 ? "▼" : ""}</span>`,
 
             `<span class="pkmn-tile_indicator">${bestClusterIndex === 1 ? "▼" : ""}</span>`,
 
             `<span class="pkmn-tile_indicator">${bestClusterIndex === 2 ? "▼" : ""}</span>`,
 
+            `<span class="pkmn-tile_indicator">${bestClusterIndex === 3 ? "▼" : ""}</span>`,
 
           ])}
 
         </div>
 
       </div>
 
-      ${
 
-        clusters
 
-          .map((c, i) => [c, i])
 
-          .filter(([c]) => c.size > 0)
 
-          .map(([c, i]) => renderPokemonTileCluster(`cls${i+1}`, c, scores.clusters[i]))
 
-          .join("\n")
 
-      }
 
+      ${clusters.map((c, i) => renderPokemonTileCluster(`cls${i+1}`, c, scores.clusters[i])).join("\n")}
 
     </div>
 
   `
 
 };

+ 1 - 3
web/score.js
查看文件 

@@ -18,10 +18,8 @@ const getBestClusterIndex = (pkmn, space, { sortMetric, scaleOption, sortOrder }
 
   // get the scales
 
   const scales = scaleOption(pkmn[space]);
 
   // and multiply with the intended metric, and find the index of the best value
 
-  // also ignore any empty clusters
 
   return currentScores[pkmn.name][space].clusters
 
-    .map((c, i) => [c[sortMetric] * scales[i], i, c.size])
 
-    .filter(a => a[2] > 0)
 
+    .map((c, i) => [c[sortMetric] * scales[i], i])
 
     .reduce((a, b) => sortOrder(a[0], b[0]) > 0 ? b : a)[1];
 
 }