graph_models.py

import numpy as np
import matplotlib.pyplot as plt

# naives = [(540, 10.5192289352417), (1117, 12.58710789680481), (540, 1.0318775177001953), (360, 1.8860957622528076), (622, 3.2284557819366455), (540, 1.6746981143951416), (1380, 7.318920612335205), (541, 0.8750011920928955), (539, 1.0589654445648193), (540, 2.4384732246398926), (1439, 3.5045979022979736), (540, 2.4650838375091553), (480, 1.4043385982513428), (3688, 13.731691122055054), (2675, 19.036860466003418), (5937, 12.616901159286499), (131, 0.20110344886779785), (3089, 17.242653131484985), (1409, 3.793043613433838), (2340, 3.276812791824341), (480, 1.7220029830932617), (540, 2.4242258071899414), (319, 1.023634910583496), (540, 1.3570160865783691), (450, 1.2043848037719727), (450, 1.306260347366333), (240, 0.3475375175476074), (425, 6.478642702102661), (480, 1.5832579135894775), (1380, 2.3743932247161865), (1887, 11.129437685012817), (1200, 4.534825801849365), (450, 0.554337739944458), (540, 2.389429807662964), (450, 1.0216724872589111), (525, 2.2895257472991943), (540, 0.9570755958557129), (3717, 18.242022037506104), (480, 1.90205979347229), (3240, 15.149951219558716), (539, 2.863060474395752), (6775, 13.769575119018555), (540, 2.16308331489563), (480, 0.8784162998199463), (540, 1.117053508758545), (533, 2.1256420612335205), (480, 2.5251965522766113), (5625, 17.265878200531006), (3450, 11.287322759628296), (480, 1.5055925846099854), (1320, 6.534506797790527), (480, 7.668075084686279), (630, 2.826624870300293), (541, 1.7287611961364746), (450, 4.587319850921631), (541, 1.412815809249878), (432, 5.686034440994263), (3687, 12.097349643707275), (480, 5.480509996414185), (360, 0.6494948863983154), (540, 1.7893128395080566), (540, 2.939646005630493), (240, 0.16410565376281738), (480, 4.737317800521851), (506, 1.6899406909942627), (450, 5.0946056842803955), (480, 1.3418219089508057), (540, 2.0112366676330566), (240, 1.4565088748931885), (2340, 10.018455743789673), (540, 6.408640623092651), (540, 1.6405596733093262), (8640, 25.359943866729736), (480, 1.5980417728424072), (541, 0.8529617786407471), (353, 1.1952931880950928), (480, 1.7991054058074951), (540, 1.250218152999878), (7950, 36.066903829574585), (1379, 3.99950909614563), (1440, 7.525319814682007), (425, 1.0377388000488281), (540, 2.3041937351226807), (481, 1.7257838249206543), (1400, 2.3781449794769287), (8700, 34.96794581413269), (1200, 6.896093130111694), (480, 3.9505057334899902), (4526, 22.121379375457764), (5040, 11.566352844238281), (450, 1.7772855758666992), (540, 1.2578201293945312), (480, 0.9263708591461182), (540, 1.7550747394561768), (480, 1.3350508213043213), (540, 0.7148623466491699), (601, 2.442025661468506), (601, 1.2824578285217285), (2340, 9.89684009552002), (540, 1.9196465015411377), (541, 5.3797125816345215), (540, 2.5752179622650146), (541, 1.6104838848114014), (3690, 15.057313442230225), (450, 1.7516250610351562), (400, 1.5960986614227295), (5475, 16.468369007110596), (480, 2.552408456802368), (480, 1.27618408203125), (533, 1.7218949794769287), (2790, 9.321027278900146), (450, 1.3346076011657715), (480, 1.5724749565124512), (480, 1.409520149230957), (257, 0.44751501083374023), (481, 2.1796376705169678), (3825, 17.193765878677368), (240, 0.41579747200012207), (400, 2.220736503601074), (1380, 4.217314958572388), (1890, 24.025355339050293), (15075, 41.838663816452026), (479, 1.62298583984375), (480, 0.8968484401702881), (540, 3.9541656970977783), (540, 1.5333020687103271), (3688, 11.24593997001648), (1890, 7.918578624725342), (4557, 16.630342721939087), (541, 1.5947868824005127), (540, 0.7782862186431885), (1439, 12.37638235092163), (540, 1.364640474319458), (540, 1.2532243728637695), (480, 1.7949516773223877), (540, 1.4256742000579834), (540, 1.8697028160095215), (3075, 13.851762533187866), (6864, 25.670178413391113), (3310, 12.840341567993164), (522, 1.1745960712432861), (1889, 9.724621295928955), (479, 2.7526888847351074), (540, 4.605397462844849), (540, 3.2018063068389893), (541, 1.9531989097595215), (433, 4.165043115615845), (481, 10.869720697402954), (6060, 28.3838050365448), (450, 1.0151698589324951), (540, 2.489900827407837), (450, 2.0939574241638184), (225, 0.5580213069915771), (570, 5.374845743179321), (450, 1.7841439247131348), (540, 3.9355030059814453), (480, 1.0866529941558838), (269, 0.3105506896972656), (540, 2.5579605102539062), (480, 1.6431736946105957), (400, 0.7559623718261719), (510, 1.3767216205596924), (480, 4.756645202636719), (541, 0.6702399253845215), (5027, 10.331642389297485), (1740, 18.401336669921875), (400, 1.4998526573181152), (480, 1.14277982711792), (541, 1.9046175479888916), (601, 2.402221202850342), (2790, 9.490135192871094), (4946, 11.445984125137329), (540, 3.7517664432525635), (480, 1.9231548309326172), (400, 1.2633662223815918), (480, 0.8386473655700684), (540, 8.638346910476685), (450, 1.8059542179107666), (541, 2.598405122756958), (539, 1.8718643188476562), (7103, 27.86502504348755), (1380, 9.010587453842163), (1440, 3.2213916778564453), (1380, 15.61991262435913), (480, 0.7764191627502441), (480, 1.4273347854614258), (540, 1.432478666305542), (480, 3.098898410797119), (480, 1.9137365818023682), (481, 1.7503914833068848), (480, 2.685681104660034), (480, 2.886826276779175), (10430, 41.47835636138916), (537, 1.5338435173034668), (270, 1.0147747993469238), (540, 1.5288212299346924), (7290, 35.92737293243408), (532, 1.9076189994812012), (14940, 177.13941192626953), (523, 1.7735755443572998), (2790, 12.453237056732178), (486, 1.1897733211517334), (539, 1.4270737171173096), (540, 3.33211350440979), (5325, 23.603397607803345), (2325, 10.03191590309143), (481, 2.4736897945404053), (1440, 6.226625442504883), (541, 2.4796783924102783), (1830, 4.425317287445068), (541, 1.89198637008667), (1888, 7.096336603164673), (270, 0.6875283718109131), (540, 1.062171220779419), (5876, 26.075573921203613), (425, 6.1826653480529785), (480, 5.692997932434082), (480, 1.380885362625122), (3195, 14.396268844604492), (450, 1.8690335750579834), (540, 1.6337299346923828), (2295, 14.006193161010742), (451, 0.6696333885192871), (7283, 34.717111110687256), (480, 1.2038383483886719), (7282, 15.46937870979309), (540, 2.6443023681640625), (1380, 4.3625383377075195), (8640, 18.989970445632935), (14880, 124.8625717163086), (480, 8.144849061965942), (1379, 3.45892333984375), (1525, 6.732321739196777), (480, 2.312093734741211), (450, 2.2448930740356445), (480, 1.5624594688415527), (539, 1.4112462997436523), (540, 1.9090323448181152), (400, 1.2320647239685059), (3237, 17.00413942337036), (1890, 5.970114707946777), (540, 1.2061192989349365), (450, 4.058730125427246), (480, 1.643968105316162), (533, 2.5839483737945557), (5476, 13.247673034667969), (540, 0.8340682983398438), (541, 2.078944444656372), (540, 3.2745487689971924), (525, 1.4187231063842773), (480, 1.9924249649047852), (450, 2.109156608581543), (540, 1.5066099166870117), (1200, 7.147475719451904), (450, 2.24145245552063), (4200, 60.18114495277405), (4820, 14.133962869644165), (280, 0.45377540588378906), (540, 1.7100701332092285), (540, 2.133791208267212), (2340, 9.88261342048645), (450, 1.727048397064209), (480, 1.576671838760376), (11330, 36.444520711898804), (6780, 21.778252840042114), (540, 0.5632815361022949), (450, 2.1964216232299805), (480, 1.3297793865203857), (540, 1.008775234222412), (2220, 9.83440375328064), (540, 5.468029022216797), (540, 1.4852266311645508), (2340, 8.630562782287598), (480, 1.5889132022857666), (1380, 6.736243724822998), (481, 0.8530800342559814), (540, 1.9804608821868896), (540, 5.8404951095581055), (540, 4.850640058517456), (540, 2.316417932510376), (1831, 4.990978002548218), (8633, 25.96816849708557), (540, 1.321214199066162), (2788, 44.663607597351074), (4590, 8.085401058197021), (540, 2.6210219860076904), (540, 1.1071250438690186), (9450, 53.419413805007935), (540, 4.071346282958984), (2338, 7.3501856327056885), (1439, 3.592798948287964), (540, 0.7853360176086426), (450, 1.1283504962921143), (475, 2.6658270359039307), (6780, 14.939611673355103), (3687, 18.762476205825806), (450, 1.3262794017791748), (480, 5.2509095668792725), (1605, 6.314604997634888), (510, 2.0031073093414307), (540, 5.433153867721558), (1200, 12.941391229629517), (2788, 8.22846531867981), (480, 0.7663307189941406), (540, 1.9470632076263428), (540, 1.1154301166534424), (540, 3.3113884925842285), (540, 1.8099067211151123), (400, 1.9227283000946045), (4129, 17.3405864238739), (450, 1.1101899147033691), (540, 2.142503023147583), (1950, 7.317953824996948), (540, 1.5636701583862305), (541, 3.364705801010132), (9090, 21.078039169311523), (540, 5.432406902313232), (1379, 13.768445014953613), (3240, 11.132202625274658), (541, 6.509279489517212), (450, 4.592450380325317), (480, 2.421750783920288), (421, 0.9176342487335205), (1379, 20.341878175735474), (360, 1.7605085372924805), (480, 1.3971314430236816), (540, 0.64943528175354), (14507, 51.56708312034607), (450, 1.9421422481536865), (540, 1.9072253704071045), (541, 1.287905216217041), (480, 1.3673620223999023), (1830, 5.4774010181427), (5035, 28.925361394882202), (541, 1.3998582363128662), (8190, 22.10905694961548), (541, 1.4171090126037598), (2340, 12.677927255630493), (541, 1.640047311782837), (12075, 28.431386470794678), (480, 1.6286396980285645), (2286, 7.4786176681518555), (1440, 6.077190637588501), (480, 1.0883135795593262), (16725, 76.59954571723938), (480, 1.1688237190246582), (450, 1.398442029953003), (480, 1.5901298522949219), (480, 5.653954744338989), (0, 0.025007247924804688), (2339, 21.37686324119568), (320, 1.5008492469787598), (445, 0.7146990299224854), (270, 0.3941960334777832), (450, 2.914735794067383), (540, 4.156247138977051), (600, 3.102292060852051), (480, 1.4811902046203613), (480, 4.819672346115112), (1859, 4.999344110488892), (1440, 2.5873594284057617), (480, 2.0200860500335693), (183, 0.4833519458770752), (6384, 16.738415956497192), (541, 1.0090529918670654), (480, 3.0124690532684326), (2264, 6.751041889190674), (1890, 7.142583847045898), (540, 1.5355522632598877), (7575, 24.097818851470947), (240, 0.6280138492584229), (480, 12.281870603561401), (540, 2.7966368198394775), (540, 4.534878492355347), (540, 1.5778083801269531), (9784, 31.199039459228516), (6390, 21.94873046875), (450, 1.6527361869812012), (541, 1.4602327346801758), (252, 0.4771277904510498), (541, 1.4738774299621582), (480, 1.243917465209961), (450, 0.9782559871673584), (480, 1.2388994693756104), (540, 1.030301809310913), (1881, 6.881338357925415), (1380, 4.357151508331299), (1440, 3.7320470809936523), (240, 0.2450850009918213), (480, 2.442941904067993), (540, 1.7906303405761719), (240, 0.24112486839294434), (541, 2.6771554946899414), (263, 0.3412306308746338), (540, 1.36326265335083), (1200, 3.288123369216919), (274, 1.6879489421844482), (1264, 3.6720144748687744), (9450, 33.628782987594604), (2325, 9.899765253067017), (540, 2.9712717533111572), (540, 1.6784067153930664), (540, 1.883824110031128), (480, 1.1759247779846191), (540, 1.3472669124603271), (541, 1.105175256729126), (900, 2.7789711952209473), (540, 3.012293815612793), (450, 5.2570366859436035), (541, 1.8967249393463135), (1350, 17.719159364700317), (540, 1.4603362083435059), (540, 2.156830310821533), (480, 2.158635139465332), (475, 2.646667957305908), (0, 0.14786887168884277), (540, 2.9147286415100098), (480, 1.4720168113708496), (480, 4.801319360733032), (540, 0.7116010189056396), (540, 2.0777969360351562), (960, 1.4590773582458496), (480, 2.3197665214538574), (450, 3.495232105255127), (450, 1.151737928390503), (458, 0.7852461338043213), (1150, 5.307055473327637), (12229, 31.702844381332397), (2730, 13.492950439453125), (541, 1.9889376163482666), (1440, 4.860837697982788), (541, 1.7258687019348145), (480, 1.226485013961792), (540, 2.346257448196411), (537, 0.8954215049743652), (540, 2.060438394546509), (270, 1.195626974105835), (1890, 5.820938587188721), (480, 1.9431371688842773), (540, 1.7301061153411865), (1440, 13.763355255126953), (480, 1.0241549015045166), (480, 13.968354940414429), (480, 1.5578463077545166), (270, 0.9526205062866211), (2340, 15.84506368637085), (540, 1.5392200946807861), (2650, 7.959457635879517), (4590, 21.52260732650757), (534, 1.8270680904388428), (450, 1.8957884311676025), (540, 2.9384021759033203), (480, 11.809983015060425), (540, 1.113060712814331), (2789, 9.670338153839111), (540, 2.679117202758789), (479, 1.4028701782226562), (533, 1.610929250717163), (541, 0.7952368259429932), (1200, 4.687119245529175), (5040, 28.07149863243103), (1440, 6.634848356246948), (2788, 9.181525945663452), (540, 2.6390817165374756), (450, 7.10769510269165), (480, 1.0537872314453125), (541, 1.644723653793335), (2248, 34.217125415802), (524, 2.7240142822265625), (202, 0.3775014877319336), (14040, 59.755868911743164), (540, 2.105525255203247), (2340, 12.775543689727783), (4588, 16.25064778327942), (4140, 20.700249433517456), (1890, 3.031205177307129), (480, 4.288021087646484), (540, 1.5498170852661133), (540, 1.2040646076202393), (1440, 4.58836555480957), (475, 0.6399612426757812), (8182, 134.03099584579468), (540, 5.4753053188323975), (480, 1.4153544902801514), (540, 2.0071234703063965), (480, 1.8735826015472412), (270, 0.9225485324859619), (480, 1.325354814529419), (1846, 8.203256845474243), (400, 1.1474761962890625), (336, 2.9533495903015137), (540, 2.0160696506500244), (450, 10.642607688903809), (9090, 34.40530180931091), (9021, 40.01860690116882), (7770, 101.97968173027039), (459, 4.914856672286987), (540, 0.9999568462371826), (540, 0.5118751525878906), (540, 2.7386045455932617), (480, 1.348074197769165), (400, 4.747758865356445), (4974, 9.191879749298096), (540, 13.059334516525269), (271, 1.4872674942016602), (1890, 5.293978929519653), (6834, 60.81301712989807), (480, 1.0889668464660645), (540, 1.679457426071167), (540, 2.5496480464935303), (480, 2.41532301902771), (540, 2.8082873821258545), (540, 3.2471847534179688), (540, 2.5787177085876465), (540, 2.258213520050049), (1440, 3.741041660308838), (540, 2.2138662338256836), (506, 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1.207059621810913), (540, 0.17271924018859863), (540, 1.5492613315582275), (3310, 2.4962220191955566), (2340, 1.7661550045013428), (540, 0.33322858810424805), (537, 0.20413589477539062), (539, 0.28585028648376465), (480, 0.2925446033477783), (540, 0.3451108932495117), (540, 0.1651310920715332), (541, 0.2863481044769287), (540, 0.3276834487915039), (539, 0.27568936347961426), (480, 0.27979421615600586), (533, 0.3969237804412842)]
# naive_order = ["AD8EKGOd0b8", "AByCCGnybVU", "ADwOnG9IAcU", "ACW76OMj3HM", "ACaI5vNWjAI", "AFfC_4mRtqE", "AE6G6W2CL9M", "ACkYaVC9f9M", "AFDdWluqri0", "ACbedITVgK8", "ABZsMlanBpw", "AC0Z4yw1hf0", "AGXVFK896Os", "ADWpC6kDWFU", "AAi9GewNjWw", "ABAxLuaJ3kQ", "ABTylFLyY7k", "AE9cQ0JMdME", "AD1Ve2bS_dQ", "AEm9a4iHcRI", "AGsg2IV8FME", "AE4t8ljLfCU", "ADxDFxDvReA", "AE3t_VNk3eo", "AAJkJFd_7i8", "AFo6EH54cMk", "ACM6PJWHfcM", "AAGWu5D-ORU", "AGPGOYLEz-Q", "AE4pYV955Wc", "ACTd5xbgK5k", "ACWNvbn3mcY", "AGOGLvInOmQ", "AC-j7jLXW9g", "AGS-a27qQMI", "AB2MjrpRiEQ", "AGCwriHrpHw", "AFg3Yh4QwCw", "AE2TrzJHr2s", "AEz6nza-1oA", "AFlI6anxkYA", "AFk-ObZvUi0", "AD7A6_o0Las", "AB-q-hxh9XQ", "ACnE0s5D87E", "ADn5qn6bXWw", "ACml5dCD3v4", "AGlRCBRahu4", "AAqMjoRblsc", "AC1EcIKYtCY", "AFo9x_IRK7s", "ABbzm3DFyPU", "AFFPbLIWRLw", "AGjJWdwr6Q8", "AE0iXxX1S9A", "AAwgig4sxuM", "ACwjrtkPiuE", "AEpHBfbY9Oo", "ABPngIKDXqM", "AGic5Qr-NI4", "AGV9gZ6ePKk", "AEokTVMPd4A", "AACM71csS-Q", "AFYM49EJ28o", "AAI0cDTWFvE", "AF8J05l11oY", "AC4js61FX0Q", "AFZ7fYbwS00", "AGOArr5hgcw", "ADdG0BQLq9I", "AArltdWufrE", "ABF8Qzi1y6k", "AGgAivVCKJY", "AFjzrfJ6RAE", "ACE6-Dh-Qoo", "AAz7PyRckLM", "AGtfc4FJ53o", "AEQBHzoapyc", "AE2t732hOQY", "ADHNPU5iB_4", "ACMvGMt8Neo", "ACS5TtaAdG8", "ACDuy9fWQCs", "AEcLD0zkBZ8", "ACXScUjNUqA", "ACztyFOtldw", "AFQvwckbQVc", "AGSvh49yQfg", "ADuuk-rrg_Y", "ACmOE5ofrsw", "AGYry2zG_Aw", "ACyiKgIxKtc", "AAgDWA_9EQs", "AAEjNUmj09M", "AEoShdVk3HU", "AF0-2lDeBME", "ABJ_agLToOw", "AEH_36r6gI0", "AFf9I30fB6U", "ACN5a3p2mSY", "ADJr4SOYyks", "AEHRTdNr25g", "AA28Bcp5cJ4", "AB7et-3W8zQ", "ABuBd59UPFI", "ABBGULxaufw", "ACiNZsAvVTE", "AB20I5-kWMQ", "ADqQ_ZJSDW4", "AAKsIdU0QJY", "AArG5DgjcuA", "AEJ-CfzoFKk", "ADx93LcAJNs", "AAsZz96xle0", "ABggAjHdXeY", "ABoC8g-ZiY0", "AF-cPF-_QPM", "AAsgi14s5w0", "AAFoV_da9KY", "AEaH1ARaZu4", "AF0FDnfdpro", "AC5z9HdRrCY", "AFvXK5ec6bI", "AEsC8-ud6Zo", "AD1cVG81mpA", "ABrhnT3LRWs", "AAk4Y7n4a_g", "AAajnVFuIL0", "ABny-jw1_S0", "AGfcGfMXHPM", "ADEOW03xLuE", "AAB6lO-XiKE", "ADXYQQI4h8Y", "AEWPGUXf9CY", "ACS6Sm4coxk", "AEMqihCma-Q", "AF2bYjH_Q8c", "ADvt-CDppP8", "AALP2LjZhOE", "AB3QiXGpV5w", "ACGbEYm1zoI", "ABMZygJqrHw", "ACGQonEX4t4", "AAjY2Ci68z8", "AAO25vulXR0", "AC1jL1MsKPA", "AAl5AMaBZFQ", "ADBKbQPTwLA", "AD4EACfWAIM", "AAaLjEbkntw", "AESfphazWKA", "AFtnPrM5iGs", "AEU4MHP8IGE", "AE-iAWbO3-s", "AAfJlcAkC7Y", "ABNtLSH1U9s", "ADRRjB9ktB0", "ADQ3JgreGYM", "ADOuAhX8f5k", "ACPSFgEnq-U", "AEyPa-Jo4nA", "ACqjvVzWn4o", "AEA7Lx8YuFw", "AA3mc0V4DGE", "AGsKdHSYsvw", "AAWK6esRYaE", "ABiLFgRp1qU", "ACnr8u6vgh0", "AEcFZZ4bVJc", "ABxlnMGfo5c", "AFzoYC1VcT4", "ACG4uqPiG-M", "ABQxtTuoIUQ", "AGYehDNUqx0", "AE7tEK8S9pk", "AD6uUryde0w", "ACoRIuY1qtM", "ADT4-na1f9M", "AGPzbXcSdtY", "AF1em-4wvQc", "ADvr6rWnTyk", "ABtP1-UEqi0", "AFe3Zz3wb-I", "ABv8FfxC3J4", "AFeRUltwvNE", "AB6wEPuNmCg", "AFnPp9mvoJs", "AEn_NmCiWmk", "AExd4Dq_6Bw", "ADDliEIs3NY", "ACzqPSqb9kI", "AEtwwIR9UkI", "ADNA1LUOWHo", "AA8Besu7Qds", "AE-k9jcdaJk", "AFjqSBO30ak", "AAor66abSTE", "AFkSCsJ_jeg", "AFjawiMQTbw", "AA19zjGEPvg", "AE3wIpfPxT0", "ABZMoeeFyek", "ADSUZO4FZM8", "ADn8ZdVYOcc", "ABXFmlgJpnc", "AEACbYDg0Kw", "AAQXGfJROpE", "ADl9CNLxeKI", "AEQT6XxEeT0", "AARNQeeGCeM", "AC-10OYYnLM", "ACT61bjtrJo", "ABkkexEWUUQ", "AAFXYj6CM9k", "ADV4U9kDTWc", "AGRk3Q27dS8", "AFyFzAQ-zCo", "ACk3nweTw6w", "ADX7rfyhiIA", "ADajLIXLxd8", "AEGfFvuk-6Y", "ABr2Dah_9Xg", "AFaw7isQUPI", "AA5XFgeczn4", "AGwSPRua6SY", "AFLrK88FzTI", "AATSbTthMRo", "AAjRIW7kllI", "AEabQyEuy08", "AEXRtylPWcQ", "AF4nO1MeUis", "ABXg9ukzaB4", "AGu2d64MHKk", "ACuTLd27GMU", "AA7ctbWQ0MM", "ACF-2UZ0hRM", "AFuA3hssq4k", "AGDmG52-CdM", "ACM8liDM80M", "ADTYvBTDD2g", "ABzZLlNOsDM", "ADxxjtTr5C0", "ABmjVDpniCo", "AFy1ATjs2DA", "AFsmSsZBS6I", "ABPmiYMtKfc", "ADt3HHbjFso", "AGZgF4wHtyw", "AFT64SYoPTo", "ABiGZg85lVE", "ADFiWzx72rg", "AGA8uvaHptE", "ADAN6CT9kqA", "AF4iDlgUkDM", "ADi674XOuRY", "AEs_-UW2mQA", "AAaqTpjPDoM", "ACQzHBAoDl8", "AFpYoTe1Z0A", "AAfKUbJL1CM", "AFSTw_O6inE", "ABIgEMJzjMw", "ACy2lgwueBU", "ADlklZI09wE", "AFOjy-9Kf-8", "ADLt3xnXLVA", "ABFMgXERg4E", "ACNaICT_4ck", "AAOjiqipMmk", "ABczo48bI1E", "ABUMODDQIEw", "AGdqwMVGRoU", "ACf3cnAP5dI", "ACnQKLobnGE", "AC4Hg9DC7eQ", "ACbhwsIrogc", "AC_FTqZgkPg", "ACFxVnoXE2k", "ADjmfZdxQzs", "ACXxuS8uHaM", "AEaThPiRfLU", "AFUIXDGyayA", "AFuQCthJJRs", "AEQa7uMD0DY", "ADH6J_fqDW0", "AFNo0kM-N1o", "ADPP8Y7SDEk", "AGQz17UHKwo", "ABLgftbiJ9g", "AF4T-7BhCdY", "ACarEC5tuT8", "AC-fshcz3WU", "AE-aKEL2jHY", "AA3jRQC2ms8", "ACOGOPL4ZH0", "AAxw97C_1Gc", "AGjH8ykGIZU", "AEajjgmi6Ps", "ADiIG2D8pds", "AEAFUzEUvzY", "ACiafN3nSSo", "AGoBM3Aekr0", "AEVNPE_JmjE", "AAtZkENez0M", "ABIlEiPfEC4"]
# simple_full_order = ["AEokTVMPd4A", "AGoBM3Aekr0", "ADiIG2D8pds", "AFLrK88FzTI", "ADV4U9kDTWc", "AFQvwckbQVc", "ABXFmlgJpnc", "AFlI6anxkYA", "ACnE0s5D87E", "AAFXYj6CM9k", "AExd4Dq_6Bw", "ADHNPU5iB_4", "AD8EKGOd0b8", "ADn5qn6bXWw", "AE-iAWbO3-s", "ACFxVnoXE2k", "AD7A6_o0Las", "ACMvGMt8Neo", "ACWNvbn3mcY", "ACM8liDM80M", "ADn8ZdVYOcc", "ADx93LcAJNs", "ADQ3JgreGYM", "AD6uUryde0w", "ABZsMlanBpw", "ADOuAhX8f5k", "ADlklZI09wE", "AAl5AMaBZFQ", "ACS6Sm4coxk", "AGfcGfMXHPM", "AEWPGUXf9CY", "AF4nO1MeUis", "ABiGZg85lVE", "ACiNZsAvVTE", "AFyFzAQ-zCo", "ADDliEIs3NY", "AC-j7jLXW9g", "AGsg2IV8FME", "ADdG0BQLq9I", "AAGWu5D-ORU", "ADRRjB9ktB0", "AEaH1ARaZu4", "AEVNPE_JmjE", "ABLgftbiJ9g", "AFsmSsZBS6I", "AFo9x_IRK7s", "ADvt-CDppP8", "AAi9GewNjWw", "AGtfc4FJ53o", "AEabQyEuy08", "AF0FDnfdpro", "AB6wEPuNmCg", "AE3wIpfPxT0", "AAFoV_da9KY", "ADuuk-rrg_Y", "AAEjNUmj09M", "ABmjVDpniCo", "AC1jL1MsKPA", "AC5z9HdRrCY", "AAwgig4sxuM", "AAOjiqipMmk", "ACztyFOtldw", "AGu2d64MHKk", "ADTYvBTDD2g", "AAk4Y7n4a_g", "ADSUZO4FZM8", "AEcLD0zkBZ8", "ADwOnG9IAcU", "AEyPa-Jo4nA", "AAsgi14s5w0", "AE3t_VNk3eo", "AF-cPF-_QPM", "ABIlEiPfEC4", "ACE6-Dh-Qoo", "AAjRIW7kllI", "ADvr6rWnTyk", "AGRk3Q27dS8", "AGA8uvaHptE", "ABTylFLyY7k", "ACPSFgEnq-U", "AFjzrfJ6RAE", "AFpYoTe1Z0A", "AGPzbXcSdtY", "ACwjrtkPiuE", "ACiafN3nSSo", "ACarEC5tuT8", "AA3jRQC2ms8", "AACM71csS-Q", "ACQzHBAoDl8", "ACTd5xbgK5k", "ABrhnT3LRWs", "AFkSCsJ_jeg", "ACW76OMj3HM", "AE4t8ljLfCU", "AE4pYV955Wc", "ADH6J_fqDW0", "AF1em-4wvQc", "ACoRIuY1qtM", "AEpHBfbY9Oo", "AFuA3hssq4k", "AD1cVG81mpA", "ABPmiYMtKfc", "ADjmfZdxQzs", "ACnr8u6vgh0", "ACbhwsIrogc", "ACbedITVgK8", "AAajnVFuIL0", "ACN5a3p2mSY", "ACF-2UZ0hRM", "AAor66abSTE", "AAqMjoRblsc", "AE6G6W2CL9M", "AEHRTdNr25g", "AARNQeeGCeM", "AGS-a27qQMI", "ADXYQQI4h8Y", "AAO25vulXR0", "AFfC_4mRtqE", "ABQxtTuoIUQ", "AESfphazWKA", "AGSvh49yQfg", "AC0Z4yw1hf0", "ADWpC6kDWFU", "ACqjvVzWn4o", "AEQa7uMD0DY", "AGsKdHSYsvw", "AE9cQ0JMdME", "AFSTw_O6inE", "ADqQ_ZJSDW4", "AFo6EH54cMk", "AEn_NmCiWmk", "ABAxLuaJ3kQ", "ADl9CNLxeKI", "AGCwriHrpHw", "ACkYaVC9f9M", "ABZMoeeFyek", "AC-fshcz3WU", "AFZ7fYbwS00", "ADX7rfyhiIA", "ADPP8Y7SDEk", "AEtwwIR9UkI", "ABuBd59UPFI", "AAxw97C_1Gc", "ACGQonEX4t4", "AEACbYDg0Kw", "AF2bYjH_Q8c", "AD1Ve2bS_dQ", "AATSbTthMRo", "AGdqwMVGRoU", "AGZgF4wHtyw", "AF0-2lDeBME", "ACM6PJWHfcM", "AEaThPiRfLU", "AEH_36r6gI0", "ADJr4SOYyks", "ABIgEMJzjMw", "AAaLjEbkntw", "AALP2LjZhOE", "ABggAjHdXeY", "ACyiKgIxKtc", "ABMZygJqrHw", "AAaqTpjPDoM", "AArG5DgjcuA", "AAjY2Ci68z8", "AA8Besu7Qds", "AFe3Zz3wb-I", "AEGfFvuk-6Y", "ACXScUjNUqA", "ACG4uqPiG-M", "AGYry2zG_Aw", "ABczo48bI1E", "AE7tEK8S9pk", "AFjqSBO30ak", "ACuTLd27GMU", "ABtP1-UEqi0", "ADEOW03xLuE", "ADT4-na1f9M", "AGjJWdwr6Q8", "AAQXGfJROpE", "AE2TrzJHr2s", "ACml5dCD3v4", "ABoC8g-ZiY0", "AAsZz96xle0", "AGOArr5hgcw", "ACaI5vNWjAI", "AEAFUzEUvzY", "ABbzm3DFyPU", "ADLt3xnXLVA", "AFuQCthJJRs", "AEs_-UW2mQA", "AGlRCBRahu4", "AFeRUltwvNE", "AB2MjrpRiEQ", "AGPGOYLEz-Q", "AGgAivVCKJY", "ABJ_agLToOw", "ADFiWzx72rg", "AC_FTqZgkPg", "AAgDWA_9EQs", "ABv8FfxC3J4", "ACGbEYm1zoI", "AFf9I30fB6U", "AFy1ATjs2DA", "AAWK6esRYaE", "AFtnPrM5iGs", "AFDdWluqri0", "ACnQKLobnGE", "AA19zjGEPvg", "AEU4MHP8IGE", "AFUIXDGyayA", "AFYM49EJ28o", "ABPngIKDXqM", "AFk-ObZvUi0", "ABUMODDQIEw", "AEMqihCma-Q", "AFOjy-9Kf-8", "AEQT6XxEeT0", "AB-q-hxh9XQ", "AAI0cDTWFvE", "AAtZkENez0M", "AAB6lO-XiKE", "AGOGLvInOmQ", "ABBGULxaufw", "ADNA1LUOWHo", "ACT61bjtrJo", "AGYehDNUqx0", "AC1EcIKYtCY", "AAfKUbJL1CM", "AEsC8-ud6Zo", "ADBKbQPTwLA", "ABFMgXERg4E", "AE-aKEL2jHY", "ADxDFxDvReA", "AD4EACfWAIM", "AAfJlcAkC7Y", "ADajLIXLxd8", "ABXg9ukzaB4", "ABkkexEWUUQ", "ACNaICT_4ck", "AArltdWufrE", "ABiLFgRp1qU", "AF8J05l11oY", "AGic5Qr-NI4", "AFzoYC1VcT4", "ABzZLlNOsDM", "AEajjgmi6Ps", "ABF8Qzi1y6k", "ABNtLSH1U9s", "AFT64SYoPTo", "AB3QiXGpV5w", "AB7et-3W8zQ", "AFnPp9mvoJs", "AEXRtylPWcQ", "AEcFZZ4bVJc", "ADi674XOuRY", "ADAN6CT9kqA", "ACf3cnAP5dI", "AEm9a4iHcRI", "ACDuy9fWQCs", "ADxxjtTr5C0", "AGQz17UHKwo", "AAKsIdU0QJY", "AA7ctbWQ0MM", "AFg3Yh4QwCw", "AE-k9jcdaJk", "AB20I5-kWMQ", "ACmOE5ofrsw", "AC4Hg9DC7eQ", "ACk3nweTw6w", "AA28Bcp5cJ4", "ACy2lgwueBU", "ACS5TtaAdG8", "AGXVFK896Os", "AByCCGnybVU", "AF4T-7BhCdY", "AA5XFgeczn4", "ABxlnMGfo5c", "AEoShdVk3HU", "AGDmG52-CdM", "AEQBHzoapyc", "AE2t732hOQY", "AFFPbLIWRLw", "AGjH8ykGIZU", "AF4iDlgUkDM", "ACXxuS8uHaM", "AEz6nza-1oA", "AEA7Lx8YuFw", "AAJkJFd_7i8", "ABny-jw1_S0", "AAz7PyRckLM", "AGV9gZ6ePKk", "AC-10OYYnLM", "ACOGOPL4ZH0", "AC4js61FX0Q", "AEJ-CfzoFKk", "AFNo0kM-N1o", "AFjawiMQTbw", "ADt3HHbjFso", "AGwSPRua6SY", "ACzqPSqb9kI", "AE0iXxX1S9A", "AA3mc0V4DGE", "ABr2Dah_9Xg", "AFaw7isQUPI"]
# full_get = [(1339, 1.6756818294525146), (1099, 2.562767744064331), (49, 0.06559014320373535), (0, 1.1205673217773438), (499, 1.2202808856964111), (1149, 2.0907320976257324), (199, 0.870107889175415), (849, 0.8750874996185303), (1277, 1.6464948654174805), (749, 2.7634501457214355), (1049, 2.2410128116607666), (879, 2.3430774211883545), (1209, 1.09273362159729), (2699, 1.8560588359832764), (899, 1.3436851501464844), (2349, 2.3900530338287354), (230, 0.15555691719055176), (1349, 1.4355754852294922), (1299, 2.436431407928467), (349, 0.3125779628753662), (449, 1.1526074409484863), (699, 1.8498539924621582), (299, 0.7654438018798828), (399, 0.48576927185058594), (849, 1.1895151138305664), (449, 1.1509742736816406), (379, 0.2750365734100342), (349, 4.514928102493286), (959, 1.074955940246582), (2049, 1.666783094406128), (1349, 1.3826522827148438), (0, 1.0251998901367188), (399, 0.3270392417907715), (199, 0.7233448028564453), (849, 1.6529808044433594), (149, 0.5472159385681152), (849, 1.0729873180389404), (4449, 5.69917368888855), (549, 0.9790475368499756), (1899, 3.2801084518432617), (899, 0.9880044460296631), (949, 1.715027093887329), (249, 0.18293404579162598), (149, 0.35366106033325195), (549, 1.1802148818969727), (832, 1.4421536922454834), (649, 0.5763335227966309), (2049, 1.9566495418548584), (549, 1.6660354137420654), (1159, 1.344315767288208), (1999, 2.61297869682312), (0, 1.5735626220703125), (0, 1.049041748046875), (1181, 1.9591317176818848), (299, 1.675968885421753), (549, 1.2336342334747314), (749, 1.0474750995635986), (1949, 2.7705953121185303), (199, 0.18985605239868164), (449, 0.77262282371521), (1329, 1.3710143566131592), (1339, 2.214716911315918), (199, 0.1706094741821289), (699, 2.202385425567627), (655, 1.2987797260284424), (299, 1.274878978729248), (1009, 1.446897029876709), (449, 1.6236069202423096), (299, 0.6586453914642334), (3399, 9.491984605789185), (449, 0.9066469669342041), (649, 1.2008934020996094), (2349, 2.924663782119751), (909, 0.5920283794403076), (399, 0.5004339218139648), (549, 1.1745004653930664), (199, 0.5831892490386963), (1179, 1.163069725036621), (1049, 1.1454153060913086), (1999, 2.6335010528564453), (1399, 3.322922945022583), (399, 0.651348352432251), (249, 0.5110609531402588), (749, 1.4135429859161377), (849, 0.9109318256378174), (4299, 6.7284605503082275), (1449, 2.706895112991333), (829, 0.8592679500579834), (2399, 2.809429407119751), (1549, 1.3520824909210205), (549, 1.3218815326690674), (199, 0.4325542449951172), (349, 0.24046897888183594), (749, 1.1143755912780762), (1159, 1.5168204307556152), (839, 1.0508527755737305), (199, 0.5185744762420654), (449, 0.7191083431243896), (1449, 2.7011818885803223), (299, 0.24066376686096191), (99, 0.7564291954040527), (979, 1.6021480560302734), (349, 0.34949660301208496), (1349, 3.4941577911376953), (249, 0.3174400329589844), (899, 1.159217119216919), (3299, 7.243609189987183), (849, 2.6709108352661133), (649, 0.9066751003265381), (349, 0.40406322479248047), (1549, 2.4172000885009766), (0, 1.0967254638671875), (799, 1.060044527053833), (649, 1.0007929801940918), (706, 0.636054515838623), (249, 0.3627030849456787), (1699, 2.2717928886413574), (629, 0.48082995414733887), (349, 0.45972585678100586), (2699, 2.67818546295166), (1199, 8.544637680053711), (2649, 3.2570443153381348), (799, 0.7116725444793701), (249, 0.3079349994659424), (1329, 2.565997362136841), (149, 0.12046623229980469), (549, 0.8641140460968018), (2049, 4.554569244384766), (1449, 1.2128808498382568), (899, 0.908170223236084), (649, 0.8706073760986328), (1999, 3.6454756259918213), (399, 0.3388986587524414), (1279, 1.2262201309204102), (49, 0.1632065773010254), (199, 0.2580134868621826), (1279, 1.4841797351837158), (849, 2.156559705734253), (1249, 1.4520056247711182), (899, 1.068305492401123), (599, 1.3477327823638916), (799, 0.9297430515289307), (1007, 1.5490708351135254), (1229, 3.0056097507476807), (449, 0.6722486019134521), (99, 0.22954535484313965), (699, 2.5584001541137695), (911, 6.768373489379883), (1449, 2.3794105052948), (749, 1.1153507232666016), (599, 2.064199447631836), (249, 0.298142671585083), (199, 0.2537212371826172), (149, 0.36194276809692383), (1099, 0.9573781490325928), (499, 2.805558204650879), (999, 1.325148344039917), (499, 0.6339859962463379), (449, 0.8239705562591553), (1009, 1.3614208698272705), (599, 0.7569012641906738), (599, 0.37885522842407227), (1059, 1.1914360523223877), (349, 0.5462996959686279), (3749, 2.956570863723755), (2499, 13.881659746170044), (599, 1.3225133419036865), (499, 0.5362412929534912), (849, 1.0611121654510498), (1049, 1.1871206760406494), (2399, 2.869133234024048), (1849, 1.914905309677124), (349, 1.2823445796966553), (859, 0.9005544185638428), (449, 0.7803800106048584), (1059, 0.9862043857574463), (549, 1.0628201961517334), (449, 0.768395185470581), (1431, 2.5924813747406006), (749, 1.4193801879882812), (799, 2.2550153732299805), (1599, 2.4148201942443848), (2749, 2.5624046325683594), (1499, 7.594728469848633), (849, 0.7566485404968262), (1129, 1.8558025360107422), (939, 1.8704156875610352), (549, 0.4906952381134033), (1159, 1.4182121753692627), (649, 1.5008301734924316), (959, 2.7378029823303223), (399, 0.38799214363098145), (5549, 8.988694667816162), (986, 1.203833818435669), (199, 0.5581831932067871), (939, 1.4363255500793457), (3699, 5.8686347007751465), (1113, 1.0807435512542725), (2399, 6.494218111038208), (999, 1.9452488422393799), (899, 3.223200798034668), (299, 0.35087084770202637), (399, 0.6267178058624268), (0, 1.52587890625), (2399, 4.876122236251831), (2199, 6.715831518173218), (349, 0.6556951999664307), (649, 1.3953828811645508), (899, 2.2506580352783203), (349, 0.573411226272583), (349, 0.3760385513305664), (399, 0.9816691875457764), (719, 0.6838624477386475), (879, 1.2497377395629883), (1599, 1.6979296207427979), (449, 3.5710012912750244), (1209, 3.916482448577881), (749, 1.4967949390411377), (299, 0.5622005462646484), (0, 1.049041748046875), (599, 1.406273603439331), (2349, 7.639662981033325), (0, 2.1219253540039062), (1549, 3.8656606674194336), (449, 0.9164888858795166), (1749, 2.308263063430786), (349, 0.6173675060272217), (1399, 1.6330223083496094), (5699, 6.913454055786133), (3499, 17.431644201278687), (1159, 2.563633918762207), (1249, 2.2314505577087402), (1049, 1.2578034400939941), (0, 1.049041748046875), (549, 1.3851568698883057), (249, 0.32828688621520996), (499, 0.9168179035186768), (929, 1.8356006145477295), (849, 1.0779452323913574), (849, 1.3207159042358398), (2099, 1.7833962440490723), (1089, 1.249401569366455), (799, 2.65350079536438), (1109, 1.7754192352294922), (799, 1.3155033588409424), (5399, 7.788821458816528), (49, 0.11174988746643066), (549, 1.43809175491333), (1079, 1.2243776321411133), (149, 0.33707308769226074), (449, 1.0527684688568115), (449, 0.5520081520080566), (499, 0.42519545555114746), (1949, 2.747375726699829), (499, 0.7997653484344482), (799, 4.220433950424194), (2149, 3.3263986110687256), (199, 0.2738320827484131), (749, 0.7557656764984131), (199, 0.2613060474395752), (849, 1.9719672203063965), (349, 0.2313225269317627), (549, 1.0636136531829834), (4549, 7.856795787811279), (5499, 4.350054025650024), (799, 1.2339015007019043), (749, 2.7184574604034424), (599, 0.9405090808868408), (599, 0.7826488018035889), (2549, 3.484949827194214), (1089, 5.164216995239258), (1249, 1.6960182189941406), (1349, 1.5301556587219238), (599, 0.5873062610626221), (1149, 2.148630142211914), (199, 0.3004014492034912), (499, 1.6057977676391602), (779, 4.815425395965576), (399, 2.388014316558838), (1179, 1.161010980606079), (149, 0.31306028366088867), (649, 1.756589412689209), (99, 0.22496652603149414), (1249, 1.229100227355957), (949, 1.007978916168213), (739, 1.5627717971801758), (499, 0.7601008415222168), (399, 1.6228079795837402), (1089, 2.8663182258605957), (1399, 1.8747897148132324), (1649, 2.3780360221862793), (349, 0.45081114768981934), (249, 0.2138819694519043), (1249, 1.3515386581420898), (6399, 6.665512323379517), (649, 0.6007523536682129), (999, 1.5158357620239258), (899, 3.335604190826416), (849, 1.6938989162445068), (1049, 1.0510005950927734), (879, 6.804412603378296), (399, 2.496060371398926), (3199, 2.925320863723755), (799, 0.7079682350158691), (349, 0.5672812461853027), (349, 0.6675293445587158)]
full_get = [(539, 0.11986136436462402), (809, 2.1976711750030518), (6376, 1.2117607593536377), (599, 0.11661911010742188), (719, 0.18216300010681152), (739, 0.2135298252105713), (479, 0.13444995880126953), (4319, 5.488074064254761), (2099, 4.089762210845947), (358, 0.09786391258239746), (659, 0.325298547744751), (655, 0.9646480083465576), (809, 0.2964613437652588), (990, 0.22156190872192383), (1828, 1.0106427669525146), (5271, 1.1425111293792725), (869, 0.3666565418243408), (689, 0.30347704887390137), (699, 0.20816349983215332), (719, 0.2355482578277588), (3539, 1.3233733177185059), (688, 0.2667675018310547), (629, 0.6284003257751465), (749, 0.20390868186950684), (269, 0.06241273880004883), (539, 0.1793208122253418), (629, 0.153578519821167), (389, 0.08541560173034668), (660, 0.1236410140991211), (8369, 1.9302139282226562), (575, 0.1726057529449463), (1679, 0.820866584777832), (809, 0.3294210433959961), (513, 0.13121843338012695), (749, 0.1752011775970459), (959, 0.43802738189697266), 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23.893143892288208), (4819, 4.082827091217041), (279, 0.14307022094726562), (539, 0.5423321723937988), (539, 0.6560790538787842), (2339, 3.3047969341278076), (449, 0.5599679946899414), (479, 0.5421760082244873), (11329, 11.61687421798706), (6779, 7.490081787109375), (539, 0.20262503623962402), (449, 0.6734740734100342), (479, 0.4791529178619385), (539, 0.33643579483032227), (2219, 3.7107598781585693), (539, 2.4940969944000244), (539, 0.4936838150024414), (2339, 2.9232609272003174), (479, 0.5196959972381592), (1379, 2.1725099086761475), (480, 0.30347299575805664), (539, 0.6933460235595703), (539, 2.535825252532959), (539, 2.0588579177856445), (539, 0.8062682151794434), (1830, 1.8141460418701172), (8632, 9.186624765396118), (539, 0.443695068359375), (2787, 18.100614070892334), (4589, 2.185159921646118), (539, 1.0461909770965576), (539, 0.36812496185302734), (9449, 20.26642417907715), (539, 2.1770529747009277), (2337, 2.4321579933166504), (1438, 1.1665799617767334), (539, 0.2859950065612793), (449, 0.39644503593444824), (474, 0.8593318462371826), (6779, 5.9316322803497314), (3686, 6.744712829589844), (449, 0.39476585388183594), (479, 1.7179319858551025), (1604, 1.5359721183776855), (509, 0.6030881404876709), (539, 2.3271820545196533), (1199, 5.319694757461548), (2787, 2.7705330848693848), (479, 0.2553222179412842), (539, 0.6895990371704102), (539, 0.38174009323120117)]
# get_full_cleanup = [(1019, 0.5547549724578857), (1236, 1.0845069885253906), (569, 0.19643187522888184), (359, 0.2348780632019043), (763, 0.8483011722564697), (899, 0.604884147644043), (1349, 1.972175121307373), (840, 0.32297277450561523), (987, 0.5762360095977783), (659, 0.9604899883270264), (1738, 1.340034008026123), (749, 0.6622591018676758), (929, 0.4029419422149658), (4615, 1.5768849849700928), (2884, 1.278254747390747), (6653, 2.6383612155914307), (220, 0.09058403968811035), (3568, 1.1009230613708496), (1647, 1.1145551204681396), (2489, 0.6815900802612305), (629, 0.7132132053375244), (719, 0.778383731842041), (318, 0.2660689353942871), (629, 0.27192091941833496), (689, 0.3418459892272949), (479, 0.45060300827026367), (389, 0.16460299491882324), (459, 2.6423988342285156), (839, 0.4252009391784668), (2099, 0.9141383171081543), (2396, 0.9465427398681641), (1199, 0.3845400810241699), (389, 0.1788311004638672), (539, 0.8613691329956055), (659, 0.439939022064209), (464, 0.5414831638336182), (779, 0.29018592834472656), (5216, 4.346915245056152), (509, 0.3792250156402588), (3659, 1.8355121612548828), (868, 0.3247098922729492), (7039, 2.6782541275024414), (629, 0.39878082275390625), (329, 0.2526528835296631), (659, 0.36832690238952637), (802, 0.512566089630127), (719, 0.3646230697631836), (6329, 2.3629331588745117), (3509, 3.6644721031188965), (899, 0.5645811557769775), (1859, 1.092925786972046), (479, 0.7536530494689941), (629, 0.35664796829223633), (930, 0.637667179107666), (479, 0.9235761165618896), (600, 0.518528938293457), (701, 0.27504515647888184), (3926, 1.8729279041290283), (539, 0.1569509506225586), (479, 0.27709007263183594), (1049, 0.36679673194885254), (1019, 0.7644622325897217), (269, 0.1095728874206543), (659, 0.9996540546417236), (591, 0.44516897201538086), (449, 0.6982591152191162), (809, 0.3918142318725586), (569, 0.7000501155853271), (269, 0.21112298965454102), (3389, 3.595979690551758), (629, 0.4280366897583008), (689, 0.4436070919036865), (9179, 5.045853853225708), (839, 0.3838961124420166), (690, 0.4439570903778076), (389, 0.3404829502105713), (539, 0.6027169227600098), (929, 0.38579797744750977), (8309, 2.3304038047790527), (2067, 1.2906980514526367), (1859, 1.2787442207336426), (514, 0.2718489170074463), (569, 0.36235809326171875), (630, 0.4178760051727295), (1669, 0.6077430248260498), (9749, 6.375977039337158), (1619, 1.201730728149414), (749, 0.3408231735229492), (5271, 3.0326087474823), (5759, 2.4050590991973877), (659, 0.6566672325134277), (629, 0.33331298828125), (599, 0.16993284225463867), (689, 0.4929509162902832), (899, 0.6806950569152832), (719, 0.40117597579956055), (630, 0.7247531414031982), (570, 0.2922549247741699), (2489, 1.9324750900268555), (599, 0.23605608940124512), (449, 2.10893177986145), (779, 0.5303549766540527), (660, 0.22052621841430664), (4109, 2.0309770107269287), (539, 0.2730848789215088), (699, 0.3972611427307129), (6314, 7.489306211471558), (689, 1.1972649097442627), (719, 0.4214169979095459), (652, 0.5084710121154785), (2849, 1.5886359214782715), (449, 0.4108927249908447), (779, 0.7211220264434814), (629, 0.8247561454772949), (513, 0.3239879608154297), (570, 0.7492179870605469), (4304, 2.6840951442718506), (479, 0.2618119716644287), (519, 0.32684898376464844), (2369, 1.6501920223236084), (2099, 6.913685083389282), (15794, 11.10627818107605), (718, 0.33214402198791504), (539, 0.2525150775909424), (1019, 1.260727882385254), (599, 0.3283970355987549), (3717, 3.760702133178711), (2369, 3.055392026901245), (5066, 2.527323007583618), (840, 0.5895569324493408), (629, 0.42122983932495117), (1977, 2.4531378746032715), (659, 0.35170531272888184), (959, 0.8228490352630615), (479, 1.0167837142944336), (599, 0.322253942489624), (989, 1.0518980026245117), (3284, 4.197293281555176), (7343, 4.6427998542785645), (3489, 3.315765142440796), (671, 1.0442140102386475), (2188, 2.289917230606079), (867, 1.1431632041931152), (959, 2.1359550952911377), (689, 0.5413820743560791), (480, 0.6972241401672363), (655, 1.6632020473480225), (750, 4.478102922439575), (6599, 4.790971040725708), (689, 0.8200938701629639), (599, 1.8434550762176514), (539, 0.7648279666900635), (254, 0.3316819667816162), (629, 1.6023480892181396), (869, 0.9166851043701172), (569, 2.766463041305542), (809, 1.1742260456085205), (357, 0.34156227111816406), (719, 0.8130390644073486), (899, 1.12679123878479), (619, 0.5275919437408447), (719, 0.5157980918884277), (899, 0.8125178813934326), (570, 0.6474380493164062), (6376, 5.6628899574279785), (2609, 6.651151180267334), (609, 1.3479549884796143), (629, 0.642848014831543), (840, 1.0685052871704102), (990, 0.9080541133880615), (3539, 5.119349956512451), (5601, 15.55910611152649), (539, 2.6549038887023926), (809, 0.6919150352478027), (429, 0.7408020496368408), (869, 1.027493953704834), (719, 1.7942101955413818), (539, 0.5762522220611572), (1080, 1.8835320472717285), (658, 1.052666187286377), (7155, 14.153029203414917), (1919, 3.1627750396728516), (2399, 2.3963868618011475), (1739, 7.0926220417022705), (749, 0.9211690425872803), (869, 1.282881736755371), (809, 1.5830731391906738), (689, 1.2262370586395264), (899, 0.9538278579711914), (660, 1.2184441089630127), (809, 1.773399829864502), (629, 0.6908707618713379), (11959, 22.930321216583252), (896, 0.9611008167266846), (329, 0.8473379611968994), (779, 0.8893141746520996), (8609, 11.80961012840271), (943, 0.9984359741210938), (15629, 35.40971326828003), (805, 1.2081873416900635), (2729, 8.409527063369751), (575, 0.7245640754699707), (658, 0.6895899772644043), (539, 1.3457059860229492), (5804, 14.012785911560059), (2909, 6.323081016540527), (510, 0.6436333656311035), (1499, 2.5360169410705566), (840, 1.8878989219665527), (1919, 3.273756742477417), (660, 0.4384040832519531), (1769, 3.9166882038116455), (539, 0.3930671215057373), (779, 0.6702530384063721), (6381, 4.064738988876343), (399, 2.2122838497161865), (929, 2.7415826320648193), (659, 1.313241958618164), (3134, 4.690838098526001), (449, 0.7000460624694824), (539, 1.0741052627563477), (2744, 7.139771938323975), (450, 0.4006619453430176), (7619, 18.185368061065674), (569, 1.0085010528564453), (7731, 6.162049055099487), (659, 0.919543981552124), (1769, 1.9844601154327393), (10289, 15.23676323890686), (15569, 60.84413480758667), (899, 1.413788080215454), (1828, 2.638651132583618), (1794, 1.8745079040527344), (479, 0.5571200847625732), (629, 1.25783109664917), (569, 0.7725329399108887), (568, 0.7100830078125), (779, 1.3936100006103516), (739, 0.7639670372009277), (3323, 5.822944164276123), (2639, 2.072364091873169), (869, 1.0333890914916992), (719, 2.568873167037964), (869, 1.3192172050476074), (802, 0.8295660018920898), (7321, 8.919554233551025), (539, 0.5823979377746582), (630, 1.5045039653778076), (899, 1.082834005355835), (554, 0.5457019805908203), (599, 1.2541401386260986), (599, 0.6641709804534912), (719, 0.46163201332092285), (1859, 2.355642080307007), (479, 0.7257139682769775), (4049, 15.487860918045044), (5539, 7.821565866470337), (279, 0.34774136543273926), (809, 0.6364729404449463), (629, 0.6249799728393555), (2309, 3.4906389713287354), (569, 0.3466219902038574), (659, 1.1648199558258057), (12699, 21.105379819869995), (8669, 15.987436771392822), (749, 0.7899758815765381), (629, 1.5839266777038574), (599, 0.7730691432952881), (599, 0.44048619270324707), (3059, 3.4507110118865967), (869, 4.163007974624634), (989, 0.9865450859069824), (2849, 3.2413299083709717), (599, 0.5366599559783936), (1649, 3.2685818672180176), (480, 0.5333943367004395), (539, 1.3916740417480469), (719, 3.745936155319214), (629, 3.3605079650878906), (959, 0.7599821090698242), (1469, 1.4931089878082275), (8692, 17.618593215942383), (539, 0.8974120616912842), (3237, 2.823202610015869), (4889, 3.5776848793029785), (659, 1.2162916660308838), (629, 0.9231212139129639), (9299, 29.855876207351685), (839, 1.6472489833831787), (2607, 2.7280168533325195), (1737, 1.7882368564605713), (539, 0.6903378963470459), (509, 0.45060300827026367), (949, 1.1304991245269775), (8369, 14.459028959274292), (3896, 3.6558339595794678), (779, 0.88907790184021), (719, 1.9360220432281494), (659, 0.883793830871582), (809, 0.745368242263794), (809, 4.009101867675781), (1259, 6.255017995834351), (3715, 3.987666368484497), (719, 0.527874231338501), (629, 0.9782278537750244), (569, 0.7692539691925049)]
get_full_cleanup = [(539, 0.12117719650268555), (809, 2.195147752761841), (6376, 1.124675989151001), (599, 0.11385297775268555), (719, 0.16042184829711914), (739, 0.21219396591186523), (479, 0.1388256549835205), (4319, 5.451143980026245), (2099, 4.081029176712036), (358, 0.0947272777557373), (659, 0.2942359447479248), (655, 0.9782147407531738), (809, 0.2793538570404053), (990, 0.2023606300354004), (1828, 0.9978806972503662), (5271, 1.1834475994110107), (869, 0.33300018310546875), (689, 0.2844419479370117), (699, 0.19386863708496094), (719, 0.19849085807800293), (3539, 1.3632547855377197), (688, 0.24557042121887207), (629, 0.6203832626342773), (749, 0.18838214874267578), (269, 0.060749053955078125), (539, 0.17681121826171875), (629, 0.14969491958618164), (389, 0.08319997787475586), (660, 0.12426114082336426), (8369, 1.9629013538360596), (575, 0.1629648208618164), (1679, 0.7605085372924805), (809, 0.2881605625152588), (513, 0.126129150390625), (749, 0.1908872127532959), (959, 0.4108121395111084), (7343, 1.0473363399505615), (3715, 0.8687520027160645), (600, 0.22185301780700684), (929, 0.38178157806396484), (869, 0.21798992156982422), (538, 0.14025092124938965), (2819, 1.7046496868133545), (478, 0.29678893089294434), (2399, 1.0408625602722168), (809, 0.20775771141052246), (869, 0.23128628730773926), (348, 0.18088388442993164), (719, 0.14326834678649902), (2909, 1.2969374656677246), (599, 0.14029622077941895), (630, 0.25197887420654297), (569, 0.25775146484375), (763, 0.32683372497558594), (809, 0.19325685501098633), (569, 0.11947512626647949), (3389, 1.779336929321289), (959, 0.2100672721862793), (989, 0.2963826656341553), (689, 0.23616456985473633), (1738, 1.1522276401519775), (629, 0.14856266975402832), (629, 0.21541786193847656), (809, 0.24665570259094238), (509, 0.2913839817047119), (569, 0.4642801284790039), (840, 0.36232852935791016), (719, 0.4225804805755615), (3193, 0.6083493232727051), (539, 0.11609554290771484), (7702, 3.2001566886901855), (569, 0.33610057830810547), (899, 0.23569440841674805), (749, 0.17088866233825684), (629, 0.14881277084350586), (459, 0.2921488285064697), (659, 0.2852957248687744), (719, 1.5855462551116943), (4106, 1.0956952571868896), (599, 0.11506533622741699), (719, 0.1474306583404541), (629, 0.14235520362854004), (3237, 0.5957341194152832), (3747, 0.9853024482727051), (570, 0.22348928451538086), (3149, 0.7831070423126221), (3719, 0.949955940246582), (1416, 1.0916650295257568), (539, 1.4969239234924316), (4109, 1.1323511600494385), (9239, 2.7706947326660156), (1859, 0.4975311756134033), (6344, 3.03827166557312), (659, 0.22111129760742188), (7731, 1.6196660995483398), (750, 1.0902395248413086), (869, 1.1176891326904297), (539, 0.10338664054870605), (779, 0.19435429573059082), (659, 0.31874990463256836), (1919, 0.7037107944488525), (479, 0.7918906211853027), (609, 0.26506567001342773), (718, 0.15134787559509277), (779, 0.20151042938232422), (448, 0.1688232421875), (3568, 0.5359389781951904), (599, 0.20459890365600586), (5759, 1.0516729354858398), (459, 1.4382200241088867), (839, 0.20978379249572754), (1769, 0.4286978244781494), (629, 0.11769890785217285), (4615, 0.82375168800354), (9448, 3.897233486175537), (619, 0.14733123779296875), (749, 0.3325192928314209), (660, 0.45136213302612305), (701, 0.18795466423034668), (15689, 8.842318058013916), (659, 0.22469806671142578), (2007, 1.1437571048736572), (899, 0.2693476676940918), (1019, 0.3385956287384033), (943, 0.23395586013793945), (1259, 2.338960886001587), (15599, 27.214901208877563), (3353, 0.8752591609954834), (5601, 1.5161747932434082), (278, 0.060926198959350586), (660, 0.12158489227294922), (659, 0.2690460681915283), (840, 0.23898911476135254), (629, 1.9957728385925293), (4304, 0.8679931163787842), (1019, 0.33494067192077637), (3284, 1.0291473865509033), (869, 0.48148131370544434), (719, 0.12517499923706055), (254, 0.07887816429138184), (929, 0.4085357189178467), (442, 0.2488269805908203), (554, 0.2716083526611328), (659, 0.4675607681274414), (689, 0.1889641284942627), (989, 0.23425555229187012), (7155, 2.9265105724334717), (2884, 0.5113301277160645), (949, 0.22992610931396484), (509, 0.09757089614868164), (3089, 0.898040771484375), (899, 0.3384582996368408), (5954, 3.912415027618408), (11959, 3.818429708480835), (6599, 0.8715791702270508), (3509, 2.533263683319092), (220, 0.0621495246887207), (719, 0.4712224006652832), (448, 0.39368295669555664), (2429, 1.1332602500915527), (628, 0.13385295867919922), (1647, 0.7271637916564941), (2099, 0.4855489730834961), (689, 0.21210956573486328), (478, 0.16946816444396973), (538, 0.1849377155303955), (809, 0.395660400390625), (749, 0.44074034690856934), (599, 0.09996938705444336), (538, 0.19033408164978027), (591, 0.21968936920166016), (10319, 2.8143930435180664), (599, 0.14091229438781738), (599, 0.10664057731628418), (690, 0.2642219066619873), (689, 0.12546563148498535), (417, 0.09968996047973633), (1784, 0.6586101055145264), (929, 0.21363615989685059), (2894, 1.5030665397644043), (2369, 0.552149772644043), (689, 0.3734133243560791), (1198, 0.17746472358703613), (1890, 0.40424060821533203), (652, 0.18376946449279785), (899, 0.2593989372253418), (659, 0.29950857162475586), (689, 0.24394464492797852), (12729, 3.9118893146514893), (429, 0.7434649467468262), (809, 0.21547293663024902), (7321, 2.095309257507324), (1859, 0.5924744606018066), (538, 0.18843770027160645), (3896, 0.7284395694732666), (1859, 0.5877401828765869), (539, 0.1616063117980957), (671, 0.41553497314453125), (719, 0.297971248626709), (539, 0.325214147567749), (629, 0.2385573387145996), (899, 0.30307579040527344), (629, 0.4226236343383789), (6653, 1.1907141208648682), (569, 0.09007525444030762), (478, 0.09368371963500977), (15794, 4.188288450241089), (5216, 1.437284231185913), (805, 0.43061113357543945), (869, 0.3466227054595947), (719, 1.0761454105377197), (630, 0.25296759605407715), (479, 0.1498103141784668), (539, 0.09477925300598145), (329, 0.1311194896697998), (779, 0.3969569206237793), (8609, 2.179556131362915), (9779, 2.3555798530578613), (1378, 0.7207512855529785), (569, 0.3981027603149414), (1019, 0.28995227813720703), (8722, 5.03699254989624), (802, 0.2283012866973877), (599, 0.3440718650817871), (539, 0.12614655494689941), (1737, 0.6317009925842285), (659, 0.10769963264465332), (629, 0.4111206531524658), (6381, 1.1330926418304443), (867, 0.22693967819213867), (719, 0.16092276573181152), (899, 0.4477522373199463), (539, 0.1456146240234375), (2399, 0.5868797302246094), (2489, 0.3664083480834961), (899, 0.2290799617767334), (1049, 0.21121740341186523), (299, 0.11704134941101074), (630, 0.413102388381958), (2396, 0.48642492294311523), (569, 0.407451868057251), (479, 0.16614031791687012), (779, 0.3537318706512451), (629, 0.27838563919067383), (2067, 0.8187546730041504), (510, 0.19351673126220703), (6329, 1.1819984912872314), (930, 0.42166638374328613), (2639, 0.4682462215423584), (569, 0.19309282302856445), (1669, 0.33264994621276855), (5539, 1.197631597518921), (658, 0.2222764492034912), (1499, 0.41143226623535156), (2609, 3.0042619705200195), (2188, 0.4135310649871826), (629, 0.31937694549560547), (1919, 0.6145360469818115), (1619, 0.6172027587890625), (1080, 0.42803120613098145), (4889, 0.8970577716827393), (987, 0.39012908935546875), (629, 0.14391279220581055), (554, 0.1679067611694336), (1794, 0.36603832244873047), (514, 0.1721799373626709), (519, 0.14231181144714355), (478, 0.22587132453918457), (479, 0.12587404251098633), (599, 0.2178812026977539), (5066, 0.8382294178009033), (809, 0.27991485595703125), (2607, 0.7662968635559082), (8309, 1.0556058883666992), (2849, 0.489483118057251), (7039, 1.2215914726257324), (929, 0.261385440826416), (1917, 0.8243694305419922), (959, 0.21078824996948242), (779, 0.3204197883605957), (449, 0.10506057739257812), (629, 0.3316795825958252), (749, 0.35024356842041016), (599, 0.16540813446044922), (719, 0.21063923835754395), (448, 0.14549899101257324), (660, 0.33697509765625), (840, 0.18509554862976074), (629, 0.27490735054016113), (779, 0.17676401138305664), (839, 0.8041255474090576), (3519, 0.6297228336334229), (2669, 0.9741933345794678), (599, 0.08131718635559082), (896, 0.2646627426147461), (568, 0.22744965553283691), (599, 0.29245519638061523), (538, 0.3287489414215088), (569, 0.1594691276550293), (840, 0.18347978591918945), (629, 0.38266491889953613), (868, 0.16307854652404785), (839, 0.2148149013519287), (802, 0.24280142784118652)]
# put_full_cleanup = [(1019, 6.951075265998952), (1236, 15.394733622000786), (569, 0.9856124020006973), (359, 0.956311257003108), (763, 1.6183459780004341), (899, 1.4711929940094706), (1349, 3.4977660790027585), (840, 0.8055262790003326), (987, 1.3285172909963876), (659, 1.8110395459952997), (1738, 3.9368524400051683), (749, 1.6878966240037698), (929, 1.3186016370018478), (4615, 10.261571073002415), (2884, 6.47361642299802), (6653, 7.288347512003384), (220, 0.22352144299657084), (3568, 7.900255480999476), (1647, 3.512569540995173), (2489, 2.7004832239908865), (629, 1.5744248289993266), (719, 1.631867035990581), (318, 0.9960425220051548), (629, 1.0925644930102862), (689, 1.3620457509969128), (479, 1.329172887999448), (389, 0.2829164739960106), (459, 7.1588156890065875), (839, 1.3183663520030677), (2099, 2.0938241230032872), (2396, 5.206135852000443), (1199, 2.4973163840040797), (389, 0.3691735190077452), (539, 1.689001355000073), (659, 0.8332286899967585), (464, 1.396956106997095), (779, 0.8321376439998858), (5216, 11.671708203997696), (509, 1.1588664630107814), (3659, 8.417967002998921), (868, 1.312455271006911), (7039, 8.376085301002604), (629, 1.2149094880005578), (329, 0.6924743959971238), (659, 1.4181690760015044), (802, 1.6039671909966273), (719, 1.4643018600036157), (6329, 12.61750280499109), (3509, 10.928500424997765), (899, 0.9977702650066931), (1859, 4.054854877002072), (479, 6.642123286990682), (629, 1.3608838979998836), (930, 1.6304413600009866), (479, 6.3122247839928605), (600, 0.8137552649859572), (701, 5.890436096000485), (3926, 8.07390392999514), (539, 6.859321112991893), (479, 0.6231404549907893), (1049, 1.4100900649937103), (1019, 1.7395717089966638), (269, 0.2578625000023749), (659, 1.938136814002064), (591, 1.5031178770004772), (449, 5.552066606003791), (809, 1.4673971849988448), (569, 1.7020221849961672), (269, 0.8890167679928709), (3389, 6.999992291996023), (629, 5.385714017000282), (689, 1.7148053779965267), (9179, 18.689220978994854), (839, 1.411083355997107), (690, 1.1347705729858717), (389, 1.3796570549893659), (539, 1.520775519995368), (929, 1.355923705996247), (8309, 16.74241910400451), (2067, 3.691295872995397), (1859, 4.1601948980096495), (514, 1.1325508669979172), (569, 1.4992183040012605), (630, 1.3353702229942428), (1669, 1.8950352590036346), (9749, 19.66187193299993), (1619, 4.055444932993851), (749, 1.6924530200049048), (5271, 11.123798529006308), (5759, 7.709685077992617), (659, 2.031397903992911), (629, 1.4291309459949844), (599, 1.067481953999959), (689, 1.6499031470011687), (899, 1.7956111220119055), (719, 0.7343024449946824), (630, 2.2971743020025315), (570, 1.4067231230001198), (2489, 6.901189404990873), (599, 0.9360810509970179), (449, 8.064473046993953), (779, 1.99263068199798), (660, 1.3684971229959046), (4109, 7.75477105799655), (539, 1.3220548789977329), (699, 1.3988433600025019), (6314, 12.526994797997759), (689, 2.218035697005689), (719, 1.6456108210113598), (652, 1.9293629939929815), (2849, 7.917649213995901), (449, 1.6616627179901116), (779, 1.2279749749868643), (629, 2.184675116004655), (513, 1.0028520380001282), (570, 2.35408201199607), (4304, 13.189292679002392), (479, 0.7040761899988865), (519, 1.7457305980060482), (2369, 4.720064872992225), (2099, 36.0344605959981), (15794, 48.226223480000044), (718, 1.4456300860038027), (539, 0.7976073379977606), (1019, 2.4354547599941725), (599, 1.9602515940059675), (3717, 9.50691444700351), (2369, 8.667397939003422), (5066, 16.578412255999865), (840, 1.8733563790010521), (629, 1.2264151290000882), (1977, 29.149331787994015), (659, 2.2804385860072216), (959, 1.8097118379955646), (479, 2.927592274005292), (599, 2.3788109219894977), (989, 3.3023590600059833), (3284, 21.19523739500437), (7343, 35.37106522799877), (3489, 20.734850977009046), (671, 3.598326608989737), (2188, 11.027252232001047), (867, 3.541401077003684), (959, 4.172667360995547), (689, 3.1535378450062126), (480, 2.7005792600102723), (655, 12.685575173003599), (750, 17.511999245005427), (6599, 32.05687085399404), (689, 3.3456307030137395), (599, 3.618287525008782), (539, 3.1209415619960055), (254, 0.9605374779930571), (629, 14.222402994986624), (869, 3.3266147730028024), (569, 4.897294567999779), (809, 2.040084680993459), (357, 1.0068953179870732), (719, 3.5775535900029354), (899, 3.5976428349968046), (619, 2.2844407740049064), (719, 3.2417801869887626), (899, 13.513730120001128), (570, 2.097782028999063), (6376, 14.298205055994913), (2609, 53.62497900999733), (609, 2.2789763159962604), (629, 1.9403460830071708), (840, 4.0532969779887935), (990, 3.5486978050030302), (3539, 15.710053629998583), (5601, 20.633817478999845), (539, 5.169904536000104), (809, 2.856195899992599), (429, 2.928435127992998), (869, 1.970113699004287), (719, 18.76944881300733), (539, 2.62266538599215), (1080, 4.837584446999244), (658, 2.605285861005541), (7155, 43.430559469998116), (1919, 7.619343325990485), (2399, 5.02235232500243), (1739, 41.55826694899588), (749, 1.6971398000023328), (869, 2.9681906579935458), (809, 2.6872816940012854), (689, 3.369801937995362), (899, 3.6333695849898504), (660, 3.8199134210008197), (809, 3.34298707000562), (629, 2.738101602997631), (11959, 55.138244048997876), (896, 2.226440865008044), (329, 1.352651491004508), (779, 3.5149973380030133), (8609, 53.31928516300104), (943, 2.668340067000827), (15629, 376.68494010399445), (805, 3.7047486700030277), (2729, 16.307495478002238), (575, 1.7861915310058976), (658, 2.494973144013784), (539, 3.1444264040037524), (5804, 37.37224119799794), (2909, 14.185347102000378), (510, 3.1463675080012763), (1499, 7.719377731002169), (840, 4.524782745007542), (1919, 6.131343505010591), (660, 2.803732480009785), (1769, 10.210647305008024), (539, 1.0669211689964868), (779, 1.6458757460059132), (6381, 36.16101309598889), (399, 11.840364863004652), (929, 4.316245143010747), (659, 2.997465659005684), (3134, 9.7763447920006), (449, 2.275012261001393), (539, 3.3813554650114384), (2744, 16.9401216749975), (450, 1.224630819997401), (7619, 40.596660697003244), (569, 2.6585775209969142), (7731, 28.685251654998865), (659, 3.5157113559980644), (1769, 4.5776317859999835), (10289, 46.882354663001024), (15569, 376.4349297879962), (899, 16.127320070998394), (1828, 8.587895588992978), (1794, 8.452377783993143), (479, 2.583314319010242), (629, 3.821253500995226), (569, 1.817500849996577), (568, 2.674694150002324), (779, 3.9737075719895074), (739, 3.403970516010304), (3323, 22.254509225997026), (2639, 6.507110916005331), (869, 2.6609727750037564), (719, 12.951934620999964), (869, 3.7093808979989262), (802, 3.8658946710056625), (7321, 21.238866746003623), (539, 1.5497939439956099), (630, 3.5014791060093557), (899, 4.170932616994833), (554, 2.984223100997042), (599, 3.0333335280010942), (599, 2.5213169310009107), (719, 2.8272640490031336), (1859, 7.92565457400633), (479, 2.9996993450040463), (4049, 110.22012625700154), (5539, 15.58091640699422), (279, 0.6735804130003089), (809, 4.006190447995323), (629, 3.4209188310051104), (2309, 16.47994609401212), (569, 2.3763774180115433), (659, 2.99061137100216), (12699, 71.09552846099541), (8669, 35.50062355099362), (749, 1.3679653959989082), (629, 4.722272896004142), (599, 2.9217566800070927), (599, 1.6829989919933723), (3059, 12.285102549998555), (869, 16.82902203699632), (989, 2.39774964901153), (2849, 8.04986526799621), (599, 2.8415528680052375), (1649, 8.013336848001927), (480, 1.4494939580035862), (539, 2.9441144990123576), (719, 18.899718598011532), (629, 17.77853905799566), (959, 2.9061094599892385), (1469, 5.042792409003596), (8692, 40.9388211859914), (539, 1.9064886509877397), (3237, 77.10382018200471), (4889, 14.575440557993716), (659, 3.2910974709957372), (629, 1.9889354449987877), (9299, 57.352473794002435), (839, 13.447243315997184), (2607, 11.97558646199468), (1737, 6.753501145998598), (539, 1.9980829660053132), (509, 2.332389810006134), (949, 3.302584785007639), (8369, 19.875777873006882), (3896, 24.267073829003493), (779, 2.392026369998348), (719, 3.5525064569956157), (659, 6.930742229000316), (809, 2.6007039550022455), (809, 14.608722887001932), (1259, 25.06498247900163), (3715, 15.297059415999684), (719, 1.647113740007626), (629, 4.110384642990539), (569, 2.033373138998286)]
put_full_cleanup = [(539, 5.230122932232916), (809, 22.985833756625652), (6376, 54.79343198798597), (599, 4.838292520493269), (719, 7.289990058168769), (739, 9.145656649023294), (479, 4.791194464080036), (4319, 120.37903791014105), (2099, 61.211608280427754), (358, 3.5358238434419036), (659, 7.983024985529482), (655, 17.10384111944586), (809, 8.583126477897167), (990, 11.307436727918684), (1828, 19.799262664280832), (5271, 52.59772033337504), (869, 10.196985440328717), (689, 8.676209975033998), (699, 8.688647214323282), (719, 7.51670925039798), (3539, 38.84741545282304), (688, 8.075979613699019), (629, 16.502692497335374), (749, 7.524624618701637), (269, 2.2963666515424848), (539, 6.248353865928948), (629, 5.808267169632018), (389, 3.4934904035180807), (660, 6.8178135473281145), (8369, 78.17232464533299), (575, 5.560645649209619), (1679, 19.24610409606248), (809, 10.0220996895805), (513, 4.9229369619861245), (749, 6.86745813395828), (959, 11.979409682564437), (7343, 65.60877572093159), (3715, 38.93943799380213), (600, 5.202607650309801), (929, 10.359515543095767), (869, 9.704736568033695), (538, 5.140283728949726), (2819, 32.211259013041854), (478, 13.326034647412598), (2399, 27.07388051599264), (809, 8.833752190694213), (869, 8.273774332366884), (348, 4.528334719128907), (719, 6.505779389292002), (2909, 31.7805796591565), (599, 5.6619522869586945), (630, 8.452907412312925), (569, 6.758524054661393), (763, 8.77800783328712), (809, 11.722215900197625), (569, 4.913194861263037), (3389, 42.34046738874167), (959, 10.333407499827445), (989, 12.235674174502492), (689, 7.047314224764705), (1738, 19.915531459264457), (629, 5.853216763585806), (629, 7.1908477218821645), (809, 8.45526435598731), (509, 6.494799694977701), (569, 8.23375259898603), (840, 10.17897126916796), (719, 19.210264122113585), (3193, 23.765475117601454), (539, 4.864522319287062), (7702, 73.9184915786609), (569, 7.315475762821734), (899, 9.193035800941288), (749, 8.682049313560128), (629, 6.189511449076235), (459, 6.259489251300693), (659, 8.328656816855073), (719, 20.240584993734956), (4106, 39.76766497269273), (599, 5.5091780330985785), (719, 7.475421407260001), (629, 6.323483911342919), (3237, 78.90262920502573), (3747, 31.204653656110168), (570, 6.891787176020443), (3149, 31.613069420680404), (3719, 38.8693506103009), (1416, 37.550648499280214), (539, 16.63471703696996), (4109, 38.13401658926159), (9239, 85.02041291072965), (1859, 20.310349345207214), (6344, 61.73230003286153), (659, 7.430496837943792), (7731, 58.23571128863841), (750, 20.067337192595005), (869, 20.98715423513204), (539, 4.406646651215851), (779, 7.485972862690687), (659, 7.042201946489513), (1919, 21.114037480205297), (479, 14.508385352790356), (609, 7.05768228136003), (718, 7.561260111629963), (779, 7.269375215284526), (448, 4.319885907694697), (3568, 33.675659988075495), (599, 7.122800764627755), (5759, 44.19116706587374), (459, 16.67940305918455), (839, 8.921953674405813), (1769, 17.654648013412952), (629, 6.481722919270396), (4615, 50.09820953011513), (9448, 94.97513193450868), (619, 6.316820266656578), (749, 9.125814551487565), (660, 7.9237241158261895), (701, 15.452358621172607), (15689, 374.4375092666596), (659, 6.273604880087078), (2007, 48.780945220030844), (899, 10.950436668470502), (1019, 11.636484714224935), (943, 9.37377845402807), (1259, 35.07926550786942), (15599, 417.07197727728635), (3353, 35.29382981080562), (5601, 43.998529649339616), (278, 2.6010600524023175), (660, 6.722879935055971), (659, 7.728195656090975), (840, 9.67450519092381), (629, 20.21043597534299), (4304, 42.67099072039127), (1019, 12.342401906847954), (3284, 34.18636313639581), (869, 9.955202378332615), (719, 6.759859428741038), (254, 2.7361138369888067), (929, 12.019934405572712), (442, 6.010562421754003), (554, 5.998243105597794), (659, 9.014018553309143), (689, 7.462118653580546), (989, 9.849411396309733), (7155, 69.855578167364), (2884, 27.53456635028124), (949, 9.751137151382864), (509, 5.155074845068157), (3089, 34.01340976078063), (899, 10.460851076059043), (5954, 73.08642424922436), (11959, 116.55564589425921), (6599, 59.21477163117379), (3509, 40.327441598288715), (220, 2.367830636911094), (719, 9.216121001169086), (448, 12.689842959865928), (2429, 28.518599493429065), (628, 5.5476181618869305), (1647, 17.24731729272753), (2099, 18.838082374073565), (689, 8.244961465708911), (478, 4.487840154208243), (538, 4.050766293890774), (809, 9.676472255028784), (749, 9.52827084530145), (599, 5.6788144167512655), (538, 5.0174746084958315), (591, 8.145559788681567), (10319, 100.33040906209499), (599, 6.271326965652406), (599, 5.7733104433864355), (690, 6.908869554288685), (689, 7.700619016773999), (417, 3.7265053931623697), (1784, 18.455843874253333), (929, 9.842078033834696), (2894, 36.30844330228865), (2369, 25.302524239756167), (689, 8.903458786197007), (1198, 10.165922929532826), (1890, 13.764307895675302), (652, 6.840044763870537), (899, 10.892552544362843), (659, 8.430574940517545), (689, 8.439984815195203), (12729, 135.90123839862645), (429, 14.044722463004291), (809, 9.736995778046548), (7321, 70.60208910889924), (1859, 20.236708954907954), (538, 4.364076568745077), (3896, 39.24196999426931), (1859, 22.471269696950912), (539, 5.453190608881414), (671, 7.922023955732584), (719, 8.531412665732205), (539, 5.939336338080466), (629, 6.328799390234053), (899, 11.212879468686879), (629, 8.813288206234574), (6653, 50.18972675688565), (569, 5.658171318471432), (478, 4.523027873598039), (15794, 146.1320640174672), (5216, 60.16036585625261), (805, 9.677709330804646), (869, 9.653894243761897), (719, 16.222727752290666), (630, 6.625273609533906), (479, 6.251216610893607), (539, 14.52203094959259), (329, 3.1873775692656636), (779, 9.883333595469594), (8609, 96.85138578619808), (9779, 98.18666853569448), (1378, 14.387980489060283), (569, 6.311695328913629), (1019, 20.795242158696055), (8722, 78.8163593094796), (802, 9.5574905956164), (599, 7.476168828085065), (539, 5.540887851268053), (1737, 20.41746281646192), (659, 6.533955907449126), (629, 7.33602689485997), (6381, 66.51451266929507), (867, 10.148086067289114), (719, 8.982786941342056), (899, 19.829116287641227), (539, 6.590755071491003), (2399, 22.59399322140962), (2489, 17.529960934072733), (899, 17.34421445801854), (1049, 11.071217764168978), (299, 4.35483227763325), (630, 8.743244418874383), (2396, 23.753836347721517), (569, 6.888451707549393), (479, 4.288270816206932), (779, 9.029111164622009), (629, 8.154508168809116), (2067, 22.14439664967358), (510, 7.544887902215123), (6329, 57.49662568513304), (930, 11.447881422936916), (2639, 23.574071111157537), (569, 6.110652958974242), (1669, 13.84414322860539), (5539, 46.64423411525786), (658, 7.236084825359285), (1499, 14.789258639328182), (2609, 64.03300336468965), (2188, 21.850775531493127), (629, 7.962562330067158), (1919, 13.546911113895476), (1619, 20.450061515904963), (1080, 13.230073175393045), (4889, 34.235750027000904), (987, 10.823819700628519), (629, 6.143816658295691), (554, 6.05001475289464), (1794, 19.007662651129067), (514, 6.160439301282167), (519, 6.430133009329438), (478, 5.0356456488370895), (479, 4.533725591376424), (599, 6.852217146195471), (5066, 48.715538893826306), (809, 9.781041945330799), (2607, 28.86084935348481), (8309, 73.09357045590878), (2849, 22.518028461374342), (7039, 47.83706673234701), (929, 10.437071891501546), (1917, 18.040465218946338), (959, 10.484449221752584), (779, 9.622724449262023), (449, 3.4714918164536357), (629, 7.839573071338236), (749, 10.205147967673838), (599, 6.944267949089408), (719, 7.545452854596078), (448, 4.24517069850117), (660, 8.354133383370936), (840, 8.304137043654919), (629, 13.913559691049159), (779, 7.377879846841097), (839, 18.814761529676616), (3519, 34.3480273578316), (2669, 29.609134345315397), (599, 5.3092117588967085), (896, 8.774990426376462), (568, 7.1678909147158265), (599, 6.514414243400097), (538, 7.180960435420275), (569, 4.678527530282736), (840, 8.402277573011816), (629, 7.117952449247241), (868, 9.077698143199086), (839, 9.632157539017498), (802, 9.826666177250445)]
# get_simple_cleanup = [(539, 5.7478930950164795), (1116, 6.120677947998047), (539, 0.6433162689208984), (359, 1.0304019451141357), (621, 2.105829954147339), (539, 0.9779629707336426), (1379, 3.785429000854492), (540, 0.6345770359039307), (538, 0.6555368900299072), (539, 1.187567949295044), (1438, 1.9574191570281982), (539, 1.544571876525879), (479, 0.8251330852508545), (3687, 7.628668785095215), (2674, 10.247549057006836), (5936, 10.233373880386353), (130, 0.0992579460144043), (3088, 9.650585174560547), (1408, 2.2304890155792236), (2339, 2.180177927017212), (479, 0.8479211330413818), (539, 1.463191032409668), (318, 0.5581011772155762), (539, 0.9168548583984375), (449, 0.6454589366912842), (449, 0.854773998260498), (239, 0.28513407707214355), (424, 4.38234806060791), (479, 0.9999089241027832), (1379, 1.3512368202209473), (1886, 6.393799066543579), (1199, 2.402416944503784), (449, 0.570842981338501), (539, 1.4444999694824219), (449, 0.7808902263641357), (524, 1.2750232219696045), (539, 0.6850152015686035), (3716, 11.133535861968994), (479, 1.1315982341766357), (3239, 10.783124923706055), (538, 2.102768898010254), (6774, 15.409093856811523), (539, 1.9581468105316162), (479, 0.9376220703125), (539, 1.2798511981964111), (532, 1.5855028629302979), (479, 2.7305450439453125), (5624, 15.247067213058472), (3449, 9.777288913726807), (479, 1.2013521194458008), (1319, 4.904314756393433), (479, 6.2504191398620605), (629, 2.2286410331726074), (540, 1.220404863357544), (449, 3.5057239532470703), (540, 1.1711528301239014), (431, 4.893101692199707), (3686, 10.877519130706787), (479, 4.478379011154175), (359, 0.6754350662231445), (539, 1.3831610679626465), (539, 2.3277571201324463), (239, 0.232590913772583), (479, 3.737215042114258), (505, 1.3612947463989258), (449, 5.401372909545898), (479, 1.1508228778839111), (539, 1.4355201721191406), (239, 1.3827850818634033), (2339, 8.979986906051636), (539, 6.745890855789185), (539, 1.3235619068145752), (479, 1.351682186126709), (540, 0.8196229934692383), (352, 0.9992129802703857), (479, 1.2923557758331299), (539, 0.9691989421844482), (1378, 3.927485942840576), (1439, 6.815891265869141), (424, 0.7948658466339111), (539, 1.6948809623718262), (480, 1.457848072052002), (1399, 2.4051830768585205), (1199, 5.7295777797698975), (479, 2.7805750370025635), (4525, 19.800121784210205), (5039, 13.052402973175049), (449, 1.433584213256836), (539, 1.101034164428711), (479, 1.0104739665985107), (539, 1.298224925994873), (479, 1.1835341453552246), (539, 0.7851200103759766), (600, 2.052593946456909), (600, 1.107612133026123), (2339, 7.832795858383179), (539, 1.4526681900024414), (540, 4.539586782455444), (539, 1.8345279693603516), (540, 1.3306350708007812), (3689, 13.988215208053589), (449, 1.3154566287994385), (399, 1.4259440898895264), (5474, 17.442939043045044), (479, 2.6290640830993652), (479, 0.9449050426483154), (532, 1.1975300312042236), (2789, 7.846319913864136), (449, 0.9844710826873779), (479, 1.4348011016845703), (479, 1.1778743267059326), (256, 0.46425318717956543), (480, 1.8977642059326172), (3824, 15.624916076660156), (239, 0.40897393226623535), (399, 1.9195499420166016), (1379, 3.222994089126587), (1889, 17.73111391067505), (478, 1.4787030220031738), (479, 0.779573917388916), (539, 3.188455104827881), (539, 1.2600162029266357), (3687, 10.5828857421875), (1889, 6.200858116149902), (4556, 14.153705358505249), (540, 1.4671897888183594), (539, 0.8346350193023682), (1438, 10.444192886352539), (539, 1.251096248626709), (539, 1.2439982891082764), (479, 1.5431528091430664), (539, 1.2317538261413574), (539, 1.7225308418273926), (3074, 11.323994874954224), (6863, 27.16134214401245), (3309, 11.141516923904419), (521, 0.9643039703369141), (1888, 7.796735048294067), (478, 2.387434959411621), (539, 4.374756097793579), (539, 2.5417308807373047), (540, 1.6509888172149658), (432, 3.5299880504608154), (480, 8.943187952041626), (6059, 26.972793102264404), (449, 1.0167579650878906), (539, 2.469128131866455), (449, 1.5303568840026855), (224, 0.45188212394714355), (569, 4.50313401222229), (449, 1.0594909191131592), (539, 3.0397720336914062), (479, 0.7966310977935791), (268, 0.3082761764526367), (539, 2.129657030105591), (479, 1.2282171249389648), (399, 0.7307000160217285), (509, 1.1161558628082275), (479, 4.0304388999938965), (540, 0.6940970420837402), (5026, 11.643947124481201), (1739, 12.230592012405396), (399, 1.3043291568756104), (479, 0.9825637340545654), (540, 1.3738148212432861), (600, 2.26885986328125), (2789, 7.331891775131226), (4945, 12.430768251419067), (539, 2.8847129344940186), (479, 1.54398512840271), (399, 0.9528830051422119), (479, 0.610698938369751), (539, 7.7867982387542725), (449, 1.6595559120178223), (540, 2.056480884552002), (538, 1.7518949508666992), (7102, 25.78267478942871), (1379, 8.496628046035767), (1439, 2.9788010120391846), (1379, 12.547692060470581), (479, 0.8005509376525879), (479, 1.2314419746398926), (539, 1.7492492198944092), (479, 3.619259834289551), (479, 1.4418749809265137), (480, 1.3186099529266357), (479, 2.6316239833831787), (479, 2.6100430488586426), (536, 1.1465349197387695), (269, 0.6965420246124268), (539, 0.8890769481658936), (7289, 31.373635053634644), (531, 1.424043893814087), (522, 1.2215240001678467), (2789, 9.693733930587769), (485, 1.0906620025634766), (538, 1.0959889888763428), (539, 2.7819061279296875), (5324, 21.65366005897522), (2324, 9.66139030456543), (480, 2.212578058242798), (1439, 5.5695319175720215), (540, 2.1430587768554688), (1829, 4.1838579177856445), (540, 1.5768120288848877), (1887, 5.798420190811157), (269, 0.5493779182434082), (539, 0.921180009841919), (5875, 23.37449812889099), (424, 4.545811176300049), (479, 3.6443259716033936), (479, 1.3153488636016846), (3194, 11.850266933441162), (449, 1.3313770294189453), (539, 1.2567260265350342), (2294, 11.37264895439148), (450, 0.6013228893280029), (7282, 37.608920097351074), (479, 0.9367320537567139), (7281, 19.975965976715088), (539, 1.99941086769104), (1379, 3.3702049255371094), (479, 7.427150726318359), (1378, 2.7209560871124268), (1524, 5.218502998352051), (479, 1.7130818367004395), (449, 1.385329008102417), (479, 1.2141680717468262), (538, 1.0649340152740479), (539, 1.2724661827087402), (399, 0.841566801071167), (3236, 15.942102909088135), (1889, 4.8136818408966064), (539, 0.9137730598449707), (449, 3.6439716815948486), (479, 1.0433809757232666), (532, 1.89628005027771), (5475, 14.889527082443237), (539, 0.7351160049438477), (540, 1.5701749324798584), (539, 3.049391984939575), (524, 1.3348219394683838), (479, 1.8604321479797363), (449, 1.9805729389190674), (539, 1.2300570011138916), (1199, 6.059083938598633), (449, 1.9191510677337646), (4199, 47.74845004081726), (4819, 10.830862283706665), (279, 0.3593721389770508), (539, 1.355659008026123), (539, 1.6503889560699463), (2339, 8.31218695640564), (449, 1.3195500373840332), (479, 1.245366096496582), (6779, 19.98168182373047), (539, 0.49173784255981445), (449, 1.2488179206848145), (479, 0.9342746734619141), (539, 0.7326531410217285), (2219, 7.774303913116455), (539, 4.683997869491577), (539, 1.3716022968292236), (2339, 7.8271191120147705), (479, 1.3406398296356201), (1379, 5.489686965942383), (480, 0.7636499404907227), (539, 1.6363487243652344), (539, 3.897451639175415), (539, 3.2184009552001953), (539, 1.5755870342254639), (1830, 4.107327938079834), (539, 0.9642748832702637), (2787, 31.483419179916382), (4589, 10.186950206756592), (539, 2.210752010345459), (539, 0.7034430503845215), (539, 3.0378310680389404), (2337, 4.695749044418335), (1438, 2.830526113510132), (539, 0.7900359630584717), (449, 0.8876340389251709), (474, 1.9433910846710205), (6779, 14.52201795578003), (3686, 15.237076044082642), (449, 0.8222739696502686), (479, 3.9180450439453125), (1604, 3.196464776992798), (509, 1.1262459754943848), (539, 3.871299982070923), (1199, 9.290759801864624), (2787, 6.08487606048584), (479, 0.5771303176879883), (539, 1.3552021980285645), (539, 0.8916418552398682)]
get_simple_cleanup = [(269, 0.12642526626586914), (539, 2.2740328311920166), (5026, 2.8246796131134033), (479, 0.250962495803833), (539, 0.4781763553619385), (399, 0.3508782386779785), (359, 0.16158461570739746), (4199, 18.041423559188843), (1889, 7.858612775802612), (359, 0.28145313262939453), (479, 0.3660857677459717), (432, 1.6624248027801514), (539, 0.25005006790161133), (600, 0.4828953742980957), (1378, 1.2143855094909668), (4525, 4.322170257568359), (479, 0.3041341304779053), (539, 0.4292025566101074), (399, 0.3132297992706299), (539, 0.17633962631225586), (2789, 2.4889447689056396), (538, 0.3913283348083496), (569, 2.1606149673461914), (479, 0.21816062927246094), (239, 0.063812255859375), (449, 0.3603954315185547), (479, 0.24246644973754883), (239, 0.0663149356842041), (540, 0.42667293548583984), (6779, 4.123365879058838), (485, 0.22589993476867676), (1379, 1.1255581378936768), (479, 0.47176265716552734), (256, 0.11406183242797852), (539, 0.13362383842468262), (539, 0.45105957984924316), (6863, 7.368251323699951), (2787, 2.8796727657318115), (540, 0.24484825134277344), (539, 0.38245153427124023), (449, 0.39075446128845215), (539, 0.4839942455291748), (2789, 2.836289405822754), (479, 2.0217416286468506), (2339, 2.7333080768585205), (539, 0.5480778217315674), (479, 0.21331262588500977), (318, 0.25046515464782715), (479, 0.2217881679534912), (2324, 2.334023952484131), (539, 0.24361062049865723), (480, 0.38019514083862305), (479, 0.3017234802246094), (621, 0.492328405380249), (479, 0.37332868576049805), (539, 0.3315753936767578), (2339, 2.0642597675323486), (539, 0.24059438705444336), (539, 0.42165207862854004), (449, 0.20858192443847656), (1438, 1.1724755764007568), (539, 0.24296116828918457), (539, 0.5351104736328125), (479, 0.21567344665527344), (449, 0.3603384494781494), (539, 0.6057474613189697), (540, 0.43713974952697754), (539, 2.2857584953308105), (3194, 1.8406894207000732), (449, 0.12316632270812988), (7282, 7.7500669956207275), (539, 0.42633533477783203), (479, 0.2225508689880371), (479, 0.3987610340118408), (539, 0.40755128860473633), (399, 0.3942441940307617), (539, 0.4236788749694824), (539, 2.198282480239868), (3686, 3.4636754989624023), (539, 0.29224681854248047), (539, 0.4778871536254883), (539, 0.47147583961486816), (2787, 12.063547372817993), (3687, 2.591110944747925), (480, 0.483548641204834), (2789, 2.3161685466766357), (3239, 2.778838634490967), (1116, 4.2586445808410645), (540, 1.919729471206665), (3689, 3.6152260303497314), (8639, 8.880672454833984), (1199, 0.9886212348937988), (5474, 5.114648342132568), (539, 0.4499239921569824), (7281, 6.323255777359009), (480, 1.7877285480499268), (539, 1.929521083831787), (479, 0.21403145790100098), (539, 0.24372267723083496), (479, 0.36658191680908203), (1379, 1.3184669017791748), (449, 1.8926942348480225), (399, 0.312183141708374), (478, 0.366300106048584), (479, 0.21725177764892578), (449, 0.35285162925720215), (3088, 2.898838996887207), (600, 0.4734227657318115), (5039, 2.4235212802886963), (424, 1.5199167728424072), (479, 0.3716268539428711), (1379, 0.6416997909545898), (479, 0.4016134738922119), (3687, 4.719299077987671), (9449, 12.086785316467285), (399, 0.3064117431640625), (539, 0.44014787673950195), (540, 0.48280978202819824), (431, 1.7306017875671387), (14939, 65.20810961723328), (539, 0.27934908866882324), (1438, 6.0849058628082275), (479, 0.4370615482330322), (539, 0.45289111137390137), (531, 0.24646711349487305), (1199, 4.986329078674316), (14879, 64.75360321998596), (3236, 3.8202474117279053), (4945, 2.8271307945251465), (279, 0.09744524955749512), (540, 0.5008776187896729), (539, 0.42902445793151855), (540, 0.4251549243927002), (539, 2.0616774559020996), (3824, 4.247740983963013), (539, 0.4409945011138916), (3074, 4.026045560836792), (479, 0.38460755348205566), (509, 0.39656710624694824), (224, 0.10340380668640137), (479, 0.5025451183319092), (352, 0.33394765853881836), (524, 0.4143037796020508), (449, 0.4396207332611084), (479, 0.38855648040771484), (539, 0.25291967391967773), (7102, 7.4699790477752686), (2674, 2.650435447692871), (474, 0.34404969215393066), (449, 0.3897371292114258), (2219, 2.2112720012664795), (479, 0.4245595932006836), (5324, 6.765552997589111), (10429, 11.185948848724365), (6059, 6.05012321472168), (3449, 4.218292474746704), (130, 0.050459861755371094), (539, 0.4883425235748291), (449, 1.7720987796783447), (1889, 1.7207391262054443), (629, 0.5585625171661377), (1408, 1.3279306888580322), (1379, 0.7133305072784424), (449, 0.3796393871307373), (479, 0.24284863471984863), (539, 0.290879487991333), (479, 0.43384695053100586), (479, 0.4207637310028076), (479, 0.4178926944732666), (539, 0.2882399559020996), (505, 0.4508097171783447), (8639, 9.072535753250122), (449, 0.39696359634399414), (539, 0.48005199432373047), (540, 0.2855665683746338), (539, 0.44349098205566406), (268, 0.0746304988861084), (1604, 1.5604228973388672), (479, 0.3668973445892334), (2294, 2.214216709136963), (1379, 1.23246431350708), (539, 0.5467584133148193), (1199, 0.9721336364746094), (1830, 1.0477824211120605), (532, 0.4690985679626465), (479, 0.3847050666809082), (479, 0.39833498001098633), (449, 0.3436295986175537), (11329, 14.876102209091187), (424, 1.6036264896392822), (509, 0.39872241020202637), (5475, 4.289381504058838), (1439, 1.2959613800048828), (539, 0.2928447723388672), (3686, 4.339712381362915), (1319, 1.2068982124328613), (540, 0.48400378227233887), (521, 0.4614684581756592), (539, 0.472506046295166), (479, 0.42069244384765625), (539, 0.48148322105407715), (539, 0.5349483489990234), (449, 0.4426233768463135), (5936, 3.2979605197906494), (449, 0.3655226230621338), (479, 0.38265323638916016), (15074, 16.10824704170227), (3716, 4.459512710571289), (522, 0.4658830165863037), (539, 0.4011712074279785), (449, 1.7312169075012207), (540, 0.28875160217285156), (449, 0.40679931640625), (479, 1.8927454948425293), (269, 0.14449834823608398), (539, 0.48297643661499023), (7289, 9.675509929656982), (8699, 8.808047771453857), (1379, 1.245006799697876), (539, 0.5435800552368164), (539, 2.1106276512145996), (8632, 8.761037588119507), (532, 0.48729896545410156), (539, 0.4665710926055908), (449, 0.3581502437591553), (1438, 1.325263261795044), (539, 0.43114471435546875), (479, 0.3749227523803711), (5875, 7.514464378356934), (478, 0.39746737480163574), (479, 0.38077425956726074), (479, 1.9143409729003906), (449, 0.40422606468200684), (1439, 0.7552096843719482), (2339, 1.2653136253356934), (479, 1.8836193084716797), (539, 0.4790198802947998), (239, 0.2291269302368164), (600, 0.665407657623291), (1886, 1.677281379699707), (539, 0.4537234306335449), (480, 0.2543630599975586), (449, 0.36071276664733887), (479, 0.3857715129852295), (1378, 1.229076623916626), (480, 0.5430295467376709), (5624, 5.895697593688965), (540, 0.49302124977111816), (1889, 1.0412614345550537), (539, 0.485182523727417), (1399, 0.763552188873291), (4819, 2.7427585124969482), (538, 0.4651331901550293), (1439, 1.2962863445281982), (1739, 7.343296527862549), (1888, 1.7814905643463135), (479, 0.42166829109191895), (1829, 0.9370849132537842), (1199, 1.3170058727264404), (540, 0.5608038902282715), (4589, 2.5292885303497314), (538, 0.32752037048339844), (539, 0.353848934173584), (524, 0.39866089820861816), (1524, 1.3711283206939697), (424, 0.3302421569824219), (399, 0.400515079498291), (479, 0.40779852867126465), (239, 0.10798907279968262), (479, 0.3873116970062256), (4556, 5.4527130126953125), (539, 0.4990808963775635), (2337, 2.334047317504883), (7949, 8.429588079452515), (2339, 1.3002715110778809), (6774, 3.92045521736145), (539, 0.4875762462615967), (1887, 1.894718885421753), (539, 0.4789764881134033), (539, 0.47544312477111816), (450, 0.24429869651794434), (449, 0.49694275856018066), (479, 0.5457005500793457), (479, 0.4218018054962158), (479, 0.41503190994262695), (449, 0.39823246002197266), (480, 0.48083996772766113), (540, 0.25923728942871094), (539, 1.7185537815093994), (539, 0.25171899795532227), (539, 2.2269089221954346), (3309, 3.917990207672119), (2339, 2.601107597351074), (539, 0.42499566078186035), (536, 0.2645547389984131), (538, 0.3872644901275635), (479, 0.3781087398529053), (539, 0.4238288402557373), (539, 0.25003576278686523), (540, 0.4253427982330322), (539, 0.42822885513305664), (538, 0.35661816596984863), (479, 0.373018741607666), (532, 0.5545756816864014)]
# put_simple_cleanup = [(539, 6.689068281993968), (1116, 14.588596720990608), (539, 0.9381453179958044), (359, 1.004472048007301), (621, 1.6703280310030095), (539, 1.1976375709928107), (1379, 2.904671704003704), (540, 0.7639874669985147), (538, 1.0362373929965543), (539, 1.3505856440024218), (1438, 2.848063004988944), (539, 1.737204245000612), (479, 1.2428979109972715), (3687, 10.900516157009406), (2674, 6.320009506001952), (5936, 8.709836017995258), (130, 0.12135871200007387), (3088, 8.090003588004038), (1408, 3.172581500999513), (2339, 2.2600478430103976), (479, 1.1777206580009079), (539, 1.3719605500082253), (318, 0.8731464879965642), (539, 1.0155821869993815), (449, 1.2725345159997232), (449, 1.1045323900034418), (239, 0.232556614006171), (424, 6.386802085005911), (479, 1.1768770679918816), (1379, 1.617277899000328), (1886, 4.908884047996253), (1199, 2.943886526991264), (449, 0.3294295750092715), (539, 1.7287663540046196), (449, 0.5874885080120293), (524, 1.382305355000426), (539, 0.6669014380022418), (3716, 12.073358003995963), (479, 0.9169888150063343), (3239, 8.067257028989843), (538, 1.7514847879938316), (6774, 12.936379699996905), (539, 1.7804048969992436), (479, 1.099510772008216), (539, 2.3331102219963213), (532, 2.4571192500006873), (479, 2.289405721996445), (5624, 20.652274926003884), (3449, 15.067919213994173), (479, 1.0929181090032216), (1319, 5.726884313990013), (479, 10.61278385699552), (629, 2.1834734470030526), (540, 1.8495492229994852), (449, 7.571102314002928), (540, 1.0754383639869047), (431, 9.679925222997554), (3686, 12.819302552001318), (479, 12.193673052999657), (359, 0.8490285669977311), (539, 2.268311605002964), (539, 2.245638895998127), (239, 0.20516097299696412), (479, 2.631262921000598), (505, 1.7191544420056744), (449, 7.47171048099699), (479, 2.0299821740045445), (539, 2.222503297001822), (239, 1.24355836698669), (2339, 10.535305828991113), (539, 8.83897420600988), (539, 2.446958134009037), (479, 29.776575610012515), (540, 1.3626701780012809), (352, 1.624450101997354), (479, 1.9644201649934985), (539, 1.771828053999343), (1378, 31.303070191002917), (1439, 5.50020213300013), (424, 1.3997215050039813), (539, 1.7874429899966344), (480, 1.8316518039937364), (1399, 2.9390192150021903), (1199, 31.794129900998087), (479, 2.367868927991367), (4525, 19.12172213800659), (5039, 9.690030303012463), (449, 2.2419347140094033), (539, 2.038873297002283), (479, 1.670147408003686), (539, 2.368614419014193), (479, 1.9507383390009636), (539, 0.6555621219886234), (600, 2.8627421599958325), (600, 1.9566158880043076), (2339, 10.671775943003013), (539, 1.1174709789920598), (540, 8.520929428006639), (539, 1.9150925110006938), (540, 1.9084623899980215), (3689, 12.847674128992367), (449, 1.6288116950017866), (399, 1.5417565399984596), (5474, 17.314998362009646), (479, 2.379259292007191), (479, 1.8543158499960555), (532, 2.062003345999983), (2789, 9.829688786994666), (449, 1.396887686001719), (479, 1.0942622029979248), (479, 1.866281152004376), (256, 0.790290275006555), (480, 2.3735931260016514), (3824, 15.565590672995313), (239, 0.5613220980012557), (399, 2.342112795988214), (1379, 5.236052225998719), (1889, 36.138457250999636), (478, 49.80759887199383), (479, 0.8576884689973667), (539, 2.210797849998926), (539, 1.756667733003269), (3687, 9.638321694001206), (1889, 6.9009926580038154), (4556, 19.12683210200339), (540, 1.6901321779878344), (539, 1.1110948089917656), (1438, 26.71647059400857), (539, 1.768555817005108), (539, 1.1801862779975636), (479, 1.9643486150016543), (539, 1.8526170950062806), (539, 2.440905087001738), (3074, 15.364225967001403), (6863, 24.59324699800345), (3309, 15.151596217998303), (521, 1.588682717003394), (1888, 7.05325952298881), (478, 2.2118286149925552), (539, 2.7719904460100224), (539, 2.1400201380020007), (540, 2.070896289005759), (432, 9.267812580001191), (480, 9.748420358999283), (6059, 24.217862940000487), (449, 2.01491470199835), (539, 2.1812262300081784), (449, 2.16900030800025), (224, 0.4522066950012231), (569, 10.576669817994116), (449, 1.8569886059995042), (539, 2.4760550440114457), (479, 0.9570748350088252), (268, 0.30923959299980197), (539, 2.1359832040034235), (479, 2.027345359005267), (399, 1.2982970259909052), (509, 1.5274725679919356), (479, 8.368744313003845), (540, 1.0017989269981626), (5026, 9.003215529010049), (1739, 34.44342438199965), (399, 1.2025964530039346), (479, 1.123941666999599), (540, 1.9811455620074412), (600, 2.1855871959996875), (2789, 9.53149692399893), (4945, 9.69239782000659), (539, 2.0771202750038356), (479, 1.6844791440089466), (399, 1.7408878019923577), (479, 0.8913297769904602), (539, 12.445185503005632), (449, 1.9018920090020401), (540, 2.794518449998577), (538, 1.7139887069934048), (7102, 29.78442771799746), (1379, 6.316210586999659), (1439, 2.712486100004753), (1379, 26.054178143007448), (479, 1.00468949599599), (479, 1.7108459390001372), (539, 1.7400216230016667), (479, 2.36696390400175), (479, 2.803186215009191), (480, 2.463841914999648), (479, 1.8637964730005478), (479, 2.3778128440026194), (536, 37.55699667301087), (269, 0.5839067850029096), (539, 1.7486706290073926), (7289, 33.4723668640072), (531, 1.2736203209933592), (522, 232.28862325000227), (2789, 10.678337997000199), (485, 0.9752785500022583), (538, 1.4422260969877243), (539, 1.9784371189889498), (5324, 23.252023421999183), (2324, 8.055978677002713), (480, 2.6701208890008274), (1439, 5.750063383005909), (540, 2.37347180400684), (1829, 4.81918149201374), (540, 1.9899738189997151), (1887, 5.45724496000912), (269, 0.49017483300121967), (539, 0.8624274760077242), (5875, 25.48205467700609), (424, 7.783466988010332), (479, 2.2696925870113773), (479, 1.502711872002692), (3194, 8.069109067000682), (449, 1.7017285379988607), (539, 1.6936667559930356), (2294, 12.32551464199787), (450, 0.8983754610089818), (7282, 28.96309997100616), (479, 1.5946516710100695), (7281, 15.562174666003557), (539, 2.072432856002706), (1379, 2.15505896799732), (479, 31.131518651003717), (1378, 4.547377556998981), (1524, 5.777146503998665), (479, 1.7238913449982647), (449, 1.8711519820062676), (479, 0.8698757620004471), (538, 1.5377475009881891), (539, 1.7458925120008644), (399, 1.450099091991433), (3236, 13.890823353998712), (1889, 3.9240907990024425), (539, 1.4633297670079628), (449, 7.48399863600207), (479, 1.7730254299967783), (532, 2.4384856510005193), (5475, 14.603460364000057), (539, 1.086708589005866), (540, 2.0077079649927327), (539, 2.760732923998148), (524, 2.618346222996479), (479, 2.455161706006038), (449, 2.173501010009204), (539, 2.1789692580059636), (1199, 5.865365174002363), (449, 1.6436022559937555), (4199, 68.96239750199311), (4819, 11.626133338999352), (279, 0.23963373299920931), (539, 2.6912343480071286), (539, 1.8039587570092408), (2339, 9.574355226999614), (449, 1.6013285719964188), (479, 1.3462056970020058), (6779, 40.83895317399583), (539, 0.33684435600298457), (449, 1.6084594630083302), (479, 1.1942717589990934), (539, 0.7119095800007926), (2219, 7.622728332993574), (539, 7.716135620008572), (539, 1.206238040002063), (2339, 5.480474858006346), (479, 1.8328179439995438), (1379, 6.179891501989914), (480, 0.8706201369932387), (539, 1.999900337003055), (539, 9.072182704010629), (539, 6.95387891199789), (539, 1.7257162150053773), (1830, 3.571321805997286), (539, 27.851317040011054), (2787, 44.227524001995334), (4589, 9.59689982200507), (539, 1.6910728399961954), (539, 0.7926991890126374), (539, 34.30340947701188), (2337, 6.369881307997275), (1438, 4.07714610399853), (539, 0.9934792970016133), (449, 1.2322809239994967), (474, 1.463732506002998), (6779, 10.756219319999218), (3686, 14.215892834006809), (449, 1.2521132359979674), (479, 2.49199113000941), (1604, 5.097699984005885), (509, 1.6675677059974987), (539, 7.607721345993923), (1199, 14.948706297000172), (2787, 7.6880633649998344), (479, 0.6347639029991115), (539, 1.8855147669964936), (539, 0.7284078009979567)]
put_simple_cleanup = [(269, 0.4513220163062215), (539, 8.109362468123436), (5026, 7.826386418193579), (479, 0.7876435872167349), (539, 1.7325603971257806), (399, 1.5132708670571446), (359, 0.5921255080029368), (4199, 64.88088698871434), (1889, 28.267720537260175), (359, 1.2873390773311257), (479, 1.3609948167577386), (432, 6.705359295010567), (539, 0.8757765628397465), (600, 1.8369569573551416), (1378, 3.866143688559532), (4525, 15.348949552513659), (479, 1.2664478914812207), (539, 1.8324550651013851), (399, 1.2308302214369178), (539, 0.47510850243270397), (2789, 8.561676379293203), (538, 1.385575427673757), (569, 8.487387734465301), (479, 0.6852852832525969), (239, 0.15645983256399632), (449, 1.6101000579074025), (479, 0.8789043631404638), (239, 0.17147853132337332), (540, 1.6733048288151622), (6779, 9.481415160000324), (485, 0.7716970173642039), (1379, 4.739686464890838), (479, 1.6812406163662672), (256, 0.465176691301167), (539, 0.311462395824492), (539, 2.0933092022314668), (6863, 21.559343892149627), (2787, 7.563399935141206), (540, 0.6966267209500074), (539, 1.4765091631561518), (449, 1.5681464541703463), (539, 1.7243356304243207), (2789, 8.999302769079804), (479, 8.020133125595748), (2339, 8.939874253235757), (539, 2.0729119814932346), (479, 0.7288584625348449), (318, 1.0336464503780007), (479, 0.7014028085395694), (2324, 6.91182395350188), (539, 0.7927054036408663), (480, 1.4396550180390477), (479, 1.2075699847191572), (621, 2.005107286386192), (479, 1.5641462020576), (539, 1.1626975247636437), (2339, 7.680091700516641), (539, 0.833424380980432), (539, 1.8162254355847836), (449, 0.7192071918398142), (1438, 4.051224930211902), (539, 0.6985777504742146), (539, 2.052787651307881), (479, 0.7876822063699365), (449, 1.3565829610452056), (539, 2.373905774205923), (540, 1.8956035049632192), (539, 9.552770895883441), (3194, 6.422337698750198), (449, 0.29817440547049046), (7282, 22.442297752946615), (539, 1.6091613620519638), (479, 0.919413317926228), (479, 2.0590940937399864), (539, 1.250530549325049), (399, 1.50687859300524), (539, 1.5599067769944668), (539, 8.241443747654557), (3686, 10.60420449450612), (539, 0.9477702863514423), (539, 1.5359954359009862), (539, 1.749300112016499), (2787, 45.547576574608684), (3687, 8.243405521847308), (480, 1.8507239390164614), (2789, 8.002550214529037), (3239, 10.681409200653434), (1116, 18.92239886894822), (540, 7.778509213589132), (3689, 10.682581337168813), (8639, 25.663396689109504), (1199, 3.8749120347201824), (5474, 13.64639741089195), (539, 1.9074346898123622), (7281, 14.959877309389412), (480, 8.37647528667003), (539, 7.620285323821008), (479, 0.6464585540816188), (539, 0.7943460596725345), (479, 1.2652108361944556), (1379, 4.114270364865661), (449, 7.186737461015582), (399, 1.1027478100731969), (478, 1.3217520993202925), (479, 0.8303628331050277), (449, 1.34614147990942), (3088, 10.561939407140017), (600, 1.6440517231822014), (5039, 7.996221765875816), (424, 7.516108114272356), (479, 1.5838332865387201), (1379, 2.063142277300358), (479, 1.8097529774531722), (3687, 14.802347822114825), (9449, 35.91106596495956), (399, 1.0867020040750504), (539, 1.8404958732426167), (540, 1.7804433451965451), (431, 7.3042833069339395), (14939, 208.26048022322357), (539, 0.9057146394625306), (1438, 22.947938471101224), (479, 1.5853967145085335), (539, 2.037016353569925), (531, 0.934286942705512), (1199, 16.648038464598358), (14879, 202.25663723051548), (3236, 12.533234924077988), (4945, 8.38057241216302), (279, 0.2160551454871893), (540, 1.7244921205565333), (539, 1.5476185185834765), (540, 1.7299485933035612), (539, 8.695064241997898), (3824, 12.245458100922406), (539, 1.9004252245649695), (3074, 12.7199344066903), (479, 1.7479969235137105), (509, 1.3834929699078202), (224, 0.37604095693677664), (479, 2.521893753670156), (352, 1.3440321208909154), (524, 1.6287211058661342), (449, 1.7690950585529208), (479, 1.6959793781861663), (539, 0.9190564639866352), (7102, 24.628014405258), (2674, 8.834092744626105), (474, 1.36243827175349), (449, 1.045923851430416), (2219, 7.8475358709692955), (479, 1.551171456463635), (5324, 21.0106129264459), (10429, 30.705534366890788), (6059, 20.291665869764984), (3449, 12.646370905451477), (130, 0.13412177376449108), (539, 1.8691545324400067), (449, 6.574143907986581), (1889, 6.29412355273962), (629, 1.9622315531596541), (1408, 3.7570780413225293), (1379, 2.138829693198204), (449, 1.5224102893844247), (479, 0.7123789405450225), (539, 0.8365444112569094), (479, 1.547499212436378), (479, 1.672128059901297), (479, 1.3419087855145335), (539, 0.7096475483849645), (505, 1.7008605729788542), (8639, 23.861732461489737), (449, 1.4628615779802203), (539, 1.5986128114163876), (540, 0.9471990605816245), (539, 1.9057941306382418), (268, 0.20641164015978575), (1604, 5.60433438885957), (479, 1.4053065981715918), (2294, 8.778633895330131), (1379, 4.136247539892793), (539, 1.9237792138010263), (1199, 3.2554355217143893), (1830, 3.1139851436018944), (532, 1.8019417636096478), (479, 1.7844791617244482), (479, 1.9741714345291257), (449, 1.3151735914871097), (11329, 42.51337082590908), (424, 6.844268599525094), (509, 1.7834077281877398), (5475, 12.170406244695187), (1439, 4.907691536471248), (539, 0.8656944138929248), (3686, 14.660184514708817), (1319, 4.681286176666617), (540, 1.6185828549787402), (521, 1.4282918125391006), (539, 1.828852423466742), (479, 1.6953595727682114), (539, 1.5579876396805048), (539, 2.2279884815216064), (449, 1.8903788281604648), (5936, 9.085937741212547), (449, 1.434640696272254), (479, 1.5518620228394866), (15074, 41.92613208014518), (3716, 15.734954431653023), (522, 1.689635030925274), (539, 1.1806887546554208), (449, 6.308002514764667), (540, 0.8053885111585259), (449, 1.4286410519853234), (479, 8.813337408006191), (269, 0.528545887209475), (539, 1.8303879145532846), (7289, 30.82432722952217), (8699, 26.719509935937822), (1379, 4.333725878037512), (539, 1.8115680646151304), (539, 8.75394518300891), (8632, 23.494156719185412), (532, 1.7916740914806724), (539, 1.5928623685613275), (449, 1.5311587546020746), (1438, 4.059155402705073), (539, 1.3771489150822163), (479, 1.6015781220048666), (5875, 23.79647447448224), (478, 1.804861357435584), (479, 1.7271381001919508), (479, 8.012097611092031), (449, 1.4005305273458362), (1439, 2.262708282098174), (2339, 3.2298845471814275), (479, 6.915058595128357), (539, 1.6883474867790937), (239, 1.0523839127272367), (600, 2.4128263322636485), (1886, 6.738718977198005), (539, 1.751616708934307), (480, 0.7526587825268507), (449, 1.3869780814275146), (479, 1.4342626770958304), (1378, 3.9896475952118635), (480, 2.091258328408003), (5624, 17.46569029428065), (540, 1.7510453751310706), (1889, 3.144871269352734), (539, 1.705044712871313), (1399, 2.023550320416689), (4819, 9.112844799645245), (538, 1.3413762701675296), (1439, 4.303314241580665), (1739, 28.789453600533307), (1888, 6.593160494230688), (479, 1.3911099629476666), (1829, 2.962989148683846), (1199, 4.953940335661173), (540, 2.3735690312460065), (4589, 7.346820062957704), (538, 1.1712728450074792), (539, 1.4229096742346883), (524, 1.6141666937619448), (1524, 4.884938141331077), (424, 1.2749324105679989), (399, 1.6647768346592784), (479, 1.5165824266150594), (239, 0.4140467559918761), (479, 1.2790753338485956), (4556, 16.185306990519166), (539, 1.7912962511181831), (2337, 7.317398151382804), (7949, 25.43442714586854), (2339, 4.23832833673805), (6774, 10.984208211302757), (539, 1.4781448356807232), (1887, 5.3069174867123365), (539, 1.8289040206000209), (539, 1.6784312957897782), (450, 0.656452358700335), (449, 1.9081761306151748), (479, 2.580244604498148), (479, 1.4214795054867864), (479, 1.3123988220468163), (449, 1.3890465907752514), (480, 1.8128880662843585), (540, 0.7670953050255775), (539, 6.812015156261623), (539, 0.8000165279954672), (539, 7.1495604226365685), (3309, 12.481255763210356), (2339, 8.754539832472801), (539, 1.5752827832475305), (536, 1.025459206663072), (538, 1.3093798756599426), (479, 1.6236779438331723), (539, 2.059016600251198), (539, 0.7530029425397515), (540, 1.4263842953369021), (539, 1.6001936541870236), (538, 1.5508394623175263), (479, 1.5279873497784138), (532, 2.205980851314962)]
# get_full = [(1019, 1.2518880367279053), (1236, 2.747307062149048), (569, 0.4551358222961426), (359, 0.6126019954681396), (763, 2.1529738903045654), (899, 1.326646089553833), (1349, 4.791033029556274), (840, 0.6637382507324219), (987, 1.2532718181610107), (659, 2.184436321258545), (1738, 2.805042266845703), (749, 1.4004223346710205), (929, 0.745081901550293), (4615, 3.22749400138855), (2884, 2.698590040206909), (6653, 5.2846879959106445), (220, 0.20866012573242188), (3568, 2.4555861949920654), (1647, 2.4754960536956787), (2489, 1.5493037700653076), (629, 1.449364185333252), (719, 1.8197579383850098), (318, 0.695612907409668), (629, 0.6313059329986572), (689, 0.7273869514465332), (479, 0.9653110504150391), (389, 0.33575916290283203), (459, 5.884475946426392), (839, 0.7917776107788086), (2099, 2.3329389095306396), (2396, 2.300457000732422), (1199, 1.1915311813354492), (389, 0.3953971862792969), (539, 2.0720248222351074), (659, 1.070152997970581), (464, 1.2342767715454102), (779, 0.6814367771148682), (5216, 7.036906003952026), (509, 0.7460529804229736), (3659, 4.028885126113892), (868, 0.6304278373718262), (7039, 6.043309688568115), (629, 0.8214349746704102), (329, 0.4524967670440674), (659, 0.7409992218017578), (802, 1.1349599361419678), (719, 0.7269229888916016), (6329, 6.181833028793335), (3509, 8.204670906066895), (899, 0.9926657676696777), (1859, 2.3689751625061035), (479, 1.5203030109405518), (629, 0.8693571090698242), (930, 1.31221604347229), (479, 1.8679029941558838), (600, 1.1019227504730225), (701, 0.6308329105377197), (3926, 3.9556920528411865), (539, 0.3930180072784424), (479, 0.529670238494873), (1049, 0.7523138523101807), (1019, 1.5531580448150635), (269, 0.20151114463806152), (659, 1.750877857208252), (591, 0.8798871040344238), (449, 1.6708588600158691), (809, 0.9259428977966309), (569, 1.5038871765136719), (269, 0.4165339469909668), (3389, 7.9492058753967285), (629, 0.8936607837677002), (689, 0.8797330856323242), (9179, 11.076300621032715), (839, 0.6635792255401611), (690, 0.7500951290130615), (389, 0.7083888053894043), (539, 1.3362832069396973), (929, 0.8125989437103271), (8309, 5.593388080596924), (2067, 2.701688766479492), (1859, 2.8481011390686035), (514, 0.5962748527526855), (569, 0.8988573551177979), (630, 0.9766602516174316), (1669, 1.3230159282684326), (9749, 14.41286015510559), (1619, 2.666053056716919), (749, 0.7527830600738525), (5271, 6.398617744445801), (5759, 4.968029975891113), (659, 1.2514371871948242), (629, 0.7460720539093018), (599, 0.3498270511627197), (689, 0.857111930847168), (899, 1.092965841293335), (719, 0.752453088760376), (630, 1.4480221271514893), (570, 0.6513898372650146), (2489, 4.034320831298828), (599, 0.4825291633605957), (449, 3.5669500827789307), (779, 1.0833370685577393), (660, 0.47152113914489746), (4109, 3.928771734237671), (539, 0.43322229385375977), (699, 0.7094390392303467), (6314, 12.875932931900024), (689, 1.920330286026001), (719, 0.5698788166046143), (652, 0.651669979095459), (2849, 2.7880539894104004), (449, 0.6479969024658203), (779, 0.9587807655334473), (629, 0.8570661544799805), (513, 0.39121198654174805), (570, 1.0358002185821533), (4304, 3.72967791557312), (479, 0.45757412910461426), (519, 0.4837989807128906), (2369, 2.012515068054199), (2099, 11.26869010925293), (15794, 16.143160104751587), (718, 0.5246419906616211), (539, 0.3394138813018799), (1019, 1.6373372077941895), (599, 0.45309996604919434), (3717, 5.415984869003296), (2369, 3.8649141788482666), (5066, 2.9108221530914307), (840, 0.5957050323486328), (629, 0.5422542095184326), (1977, 2.8069469928741455), (659, 0.4309079647064209), (959, 0.7772088050842285), (479, 1.0266320705413818), (599, 0.3833599090576172), (989, 1.1066977977752686), (3284, 3.846928119659424), (7343, 4.597322940826416), (3489, 3.463762044906616), (671, 0.917651891708374), (2188, 2.3493902683258057), (867, 1.0467381477355957), (959, 2.3008792400360107), (689, 0.6065249443054199), (480, 0.8001847267150879), (655, 2.1994781494140625), (750, 4.832819938659668), (6599, 4.7607951164245605), (689, 1.1024730205535889), (599, 1.8328709602355957), (539, 1.3190553188323975), (254, 0.31687402725219727), (629, 1.7514910697937012), (869, 0.891901969909668), (569, 3.0822808742523193), (809, 0.8718452453613281), (357, 0.36438488960266113), (719, 0.6826460361480713), (899, 1.0042059421539307), (619, 0.4326622486114502), (719, 0.41200995445251465), (899, 0.8914639949798584), (570, 0.6532196998596191), (6376, 5.7095441818237305), (2609, 6.822756052017212), (609, 1.2853100299835205), (629, 0.5735969543457031), (840, 0.8934860229492188), (990, 0.7199208736419678), (3539, 4.107619047164917), (5601, 6.955835819244385), (539, 1.7112219333648682), (809, 0.6171159744262695), (429, 0.6198680400848389), (869, 0.7323198318481445), (719, 1.2959296703338623), (539, 0.5668270587921143), (1080, 1.5865271091461182), (658, 0.8650689125061035), (7155, 12.970913887023926), (1919, 2.436985731124878), (2399, 2.3921892642974854), 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get_putmany = [(1019, 0.538494348526001), (1236, 1.0819880962371826), (569, 0.19484901428222656), (359, 0.23048782348632812), (763, 0.7770678997039795), (899, 0.5793461799621582), (1349, 1.9087679386138916), (840, 0.29246091842651367), (987, 0.5211367607116699), (659, 0.8228919506072998), (1738, 1.2839381694793701), (749, 0.6286041736602783), (929, 0.3547062873840332), (4615, 1.323274850845337), (2884, 1.2049479484558105), (6653, 2.325904130935669), (220, 0.07948184013366699), (3568, 1.0697200298309326), (1647, 1.0635287761688232), (2489, 0.6856627464294434), (629, 0.6536378860473633), (719, 0.7068791389465332), (318, 0.25375795364379883), (629, 0.261624813079834), (689, 0.33550000190734863), (479, 0.39773082733154297), (389, 0.14709115028381348), (459, 2.6772758960723877), (839, 0.3851029872894287), (2099, 0.8942747116088867), (2396, 0.9066879749298096), (1199, 0.38301801681518555), (389, 0.16065216064453125), (539, 0.7960042953491211), (659, 0.4429597854614258), (464, 0.5184640884399414), (779, 0.29369497299194336), (5216, 10.785252094268799), (509, 0.31720805168151855), (3659, 1.7527458667755127), (868, 0.29384493827819824), (7039, 2.5324809551239014), (629, 0.3508601188659668), (329, 0.22903203964233398), (659, 0.3694479465484619), (802, 0.4720749855041504), (719, 0.3364579677581787), (6329, 2.200780153274536), (3509, 3.817486047744751), (899, 0.5153298377990723), (1859, 1.1309468746185303), (479, 0.7445437908172607), (629, 0.3852982521057129), (930, 0.6542530059814453), (479, 0.9672458171844482), (600, 0.5401129722595215), (701, 0.2837550640106201), (3926, 1.9043030738830566), (539, 0.16843008995056152), (479, 0.3156437873840332), (1049, 0.3975851535797119), (1019, 0.7263600826263428), (269, 0.1132669448852539), (659, 0.9406290054321289), (591, 0.4390411376953125), (449, 0.7664239406585693), (809, 0.39058995246887207), (569, 0.6787509918212891), (269, 0.20405793190002441), (3389, 3.530487060546875), (629, 0.4718782901763916), (689, 0.48672914505004883), (9179, 5.69148325920105), (839, 0.32120609283447266), (690, 0.3653571605682373), (389, 0.336561918258667), (539, 0.6597092151641846), (929, 0.4010460376739502), (8309, 2.4513790607452393), (2067, 1.2453317642211914), (1859, 1.3313038349151611), (514, 0.2686171531677246), (569, 0.379716157913208), (630, 0.42575526237487793), (1669, 0.6138567924499512), (9749, 7.614778995513916), (1619, 1.1907358169555664), (749, 0.32584691047668457), (5271, 2.876037120819092), (5759, 2.202500820159912), (659, 0.67718505859375), (629, 0.34095001220703125), (599, 0.1804819107055664), (689, 0.47830796241760254), (899, 0.5814840793609619), (719, 0.3790431022644043), (630, 0.7171099185943604), (570, 0.29818010330200195), (2489, 1.9055407047271729), (599, 0.2302381992340088), (449, 2.398777961730957), (779, 0.5092017650604248), (660, 0.2367839813232422), (4109, 1.8984220027923584), (539, 0.23354125022888184), (699, 0.3407020568847656), (6314, 5.9304609298706055), (689, 0.9162249565124512), (719, 0.31302595138549805), (652, 0.31700921058654785), (2849, 1.3988139629364014), (449, 0.34313392639160156), (779, 0.5092060565948486), (629, 0.4474527835845947), (513, 0.21291589736938477), (570, 0.5460019111633301), (4304, 2.1115100383758545), (479, 0.22216320037841797), (519, 0.2575099468231201), (2369, 1.0228190422058105), (2099, 5.605915069580078), (15794, 8.636631965637207), (718, 0.27518606185913086), (539, 0.18732523918151855), (1019, 0.9132599830627441), (599, 0.21705007553100586), (3717, 2.7802200317382812), (2369, 2.0099329948425293), (5066, 1.5943231582641602), (840, 0.335064172744751), (629, 0.3019571304321289), (1977, 1.5970261096954346), (659, 0.22189068794250488), (959, 0.4641280174255371), (479, 0.6387500762939453), (599, 0.19410395622253418), (989, 0.5898799896240234), (3284, 1.8702049255371094), (7343, 2.214716911315918), (3489, 1.6713087558746338), (671, 0.4992661476135254), (2188, 1.1722848415374756), (867, 0.5339698791503906), (959, 1.009355068206787), (689, 0.2973449230194092), (480, 0.3583066463470459), (655, 0.9797191619873047), (750, 2.2918179035186768), (6599, 2.144597053527832), (689, 0.3809800148010254), (599, 0.9165017604827881), (539, 0.4083130359649658), (254, 0.15934419631958008), (629, 0.9337821006774902), (869, 0.421004056930542), (569, 1.3043200969696045), (809, 0.44930315017700195), (357, 0.16550302505493164), (719, 0.3725302219390869), (899, 0.519446849822998), (619, 0.22343182563781738), (719, 0.19927406311035156), (899, 0.3399958610534668), (570, 0.3063690662384033), (6376, 3.4103102684020996), (2609, 3.3853061199188232), (609, 0.6345033645629883), (629, 0.2660038471221924), (840, 0.4329111576080322), (990, 0.3662557601928711), (3539, 2.30712890625), (5601, 3.7675890922546387), (539, 0.947983980178833), (809, 0.3321409225463867), (429, 0.33233189582824707), (869, 0.39464282989501953), (719, 0.7694380283355713), (539, 0.3087029457092285), (1080, 0.8929469585418701), (658, 0.4751443862915039), (7155, 7.0980470180511475), (1919, 1.3469409942626953), (2399, 1.2080011367797852), (1739, 3.6714189052581787), (749, 0.3479459285736084), (869, 0.5955851078033447), (809, 0.6723127365112305), (689, 0.5642459392547607), (899, 0.4268968105316162), (660, 0.5403218269348145), (809, 0.9067208766937256), (629, 0.2537670135498047), (11959, 11.364529132843018), (896, 0.47913694381713867), (329, 0.39215993881225586), (779, 0.4272801876068115), (8609, 4.99539589881897), (943, 0.5178451538085938), (15629, 17.04914927482605), (805, 0.5935149192810059), (2729, 3.721327781677246), (575, 0.359529972076416), (658, 0.34804725646972656), (539, 0.5503427982330322), (5804, 6.5272438526153564), (2909, 3.0869040489196777), (510, 0.3324120044708252), (1499, 1.0107059478759766), (840, 0.7673909664154053), (1919, 1.6279680728912354), (660, 0.23779892921447754), (1769, 2.0230729579925537), (539, 0.19499993324279785), (779, 0.3122739791870117), (6381, 1.9697191715240479), (399, 1.436896800994873), (929, 1.1930549144744873), (659, 0.5955462455749512), (3134, 2.2974209785461426), (449, 0.3550410270690918), (539, 0.4916040897369385), (2744, 3.2551422119140625), (450, 0.17650890350341797), (7619, 8.64314603805542), (569, 0.427947998046875), (7731, 2.898514986038208), (659, 0.48377299308776855), (1769, 0.9260661602020264), (10289, 12.727597951889038), (15569, 31.268912076950073), (899, 0.6905128955841064), (1828, 1.1370329856872559), (1794, 0.8548369407653809), (479, 0.2689836025238037), (629, 0.5609090328216553), (569, 0.3273940086364746), (568, 0.3373391628265381), (779, 0.6426751613616943), (739, 0.3021121025085449), (3323, 2.204540967941284), (2639, 1.1012849807739258), (869, 0.4792640209197998), (719, 1.4879422187805176), (869, 0.6371231079101562), (802, 0.42349982261657715), (7321, 10.291581153869629), (539, 0.2850930690765381), (630, 0.7427501678466797), (899, 0.5153772830963135), (554, 0.26611900329589844), (599, 0.5888311862945557), (599, 0.29821085929870605), (719, 0.22177672386169434), (1859, 1.0282790660858154), (479, 0.3067898750305176), (4049, 8.670891046524048), (5539, 2.822330951690674), (279, 0.17204689979553223), (809, 0.3060019016265869), (629, 0.2816500663757324), (2309, 1.6543419361114502), (569, 0.15379786491394043), (659, 0.5299861431121826), (12699, 6.482085943222046), (8669, 9.703192949295044), (749, 0.29842305183410645), (629, 0.6929519176483154), (599, 0.3759031295776367), (599, 0.2588629722595215), (3059, 1.591480016708374), (869, 1.5081000328063965), (989, 0.4018070697784424), (2849, 1.3427739143371582), (599, 0.26883482933044434), (1649, 1.6539030075073242), (480, 0.28875112533569336), (539, 0.7406299114227295), (719, 1.8880620002746582), (629, 2.172952175140381), (959, 0.4107382297515869), (1469, 0.6672828197479248), (8692, 8.979659080505371), (539, 0.421367883682251), (3237, 1.354978084564209), (4889, 1.5934162139892578), (659, 0.5423140525817871), (629, 0.41214489936828613), (9299, 12.974884033203125), (839, 0.7453920841217041), (2607, 1.362997055053711), (1737, 0.8750929832458496), (539, 0.32450199127197266), (509, 0.17848491668701172), (949, 0.4168567657470703), (8369, 7.175508975982666), (3896, 1.820918083190918), (779, 0.4650719165802002), (719, 1.0724589824676514), (659, 0.4949150085449219), (809, 0.37674999237060547), (809, 2.556438684463501), (1259, 3.4308578968048096), (3715, 1.3977582454681396), (719, 0.23329782485961914), (629, 0.40717506408691406), (569, 0.3132650852203369)]
put_putmany = [3.66576886177063, 5.707936763763428, 6.254879951477051, 6.351651668548584, 6.869065761566162, 7.764750719070435, 8.987614870071411, 10.397543907165527, 12.034613847732544, 12.557138919830322, 14.94249176979065, 17.123993635177612, 19.17780876159668, 20.052372932434082, 23.92379593849182, 26.812825679779053, 27.71260166168213, 27.749099731445312, 29.88986873626709, 30.478542804718018, 30.55173969268799, 30.616188764572144, 33.92967391014099, 34.26494383811951, 34.97834587097168, 35.654465675354004, 37.22299575805664, 37.38572978973389, 38.285239696502686, 42.4325168132782, 42.683130741119385, 43.610567808151245, 44.9781768321991, 45.4378559589386, 45.716861963272095, 46.81651973724365, 47.780067682266235, 48.369361877441406, 50.14259195327759, 50.25108981132507, 53.51016592979431, 54.80298590660095, 55.650216817855835, 55.96662378311157, 60.66267800331116, 60.735947608947754, 62.7784698009491, 68.1995017528534, 73.0814597606659, 76.60878777503967, 77.2080807685852, 80.3664026260376, 81.22982883453369, 83.51289486885071, 83.70326280593872, 84.86365175247192, 85.51216888427734, 86.74338579177856, 94.75846982002258, 96.97943782806396, 98.26380372047424, 99.51702880859375, 100.75375986099243, 103.35970091819763, 103.80830264091492, 105.92884469032288, 106.0026638507843, 106.3086268901825, 109.24454975128174, 109.54032063484192, 111.2224588394165, 112.33721590042114, 113.81530690193176, 115.69547581672668, 116.91871786117554, 117.4028947353363, 118.29716563224792, 119.00065684318542, 119.52418780326843, 120.34793663024902, 121.93975496292114, 122.48278093338013, 126.77526378631592, 130.7855396270752, 130.9534637928009, 131.18736362457275, 132.72433471679688, 137.84914469718933, 138.93353080749512, 139.2829658985138, 139.6664309501648, 144.23691082000732, 144.3747067451477, 144.62409591674805, 145.38564085960388, 145.76491856575012, 147.04761600494385, 149.3536078929901, 150.0291998386383, 150.03496074676514, 155.0017237663269, 155.91348481178284, 156.0284128189087, 156.5139307975769, 159.35743379592896, 159.37162065505981, 161.42693400382996, 161.6503348350525, 161.65340065956116, 162.8045449256897, 163.3299629688263, 164.95732975006104, 167.6175618171692, 168.94131183624268, 170.72222781181335, 170.75417184829712, 172.06946778297424, 175.38602495193481, 175.5048587322235, 176.67020797729492, 178.30568861961365, 178.7201006412506, 179.0845639705658, 179.86413168907166, 181.26388883590698, 184.63230061531067, 185.9963357448578, 188.23096871376038, 189.23080492019653, 194.06402683258057, 194.3823869228363, 194.81476473808289, 197.5490119457245, 198.54661989212036, 199.47558879852295, 202.75301456451416, 202.79947066307068, 204.4396197795868, 205.34787583351135, 207.01760983467102, 208.02478075027466, 208.7217288017273, 210.26036190986633, 211.96844959259033, 215.2415008544922, 215.8388385772705, 216.18203973770142, 220.49646592140198, 222.15109968185425, 222.5677309036255, 226.3796637058258, 227.05935978889465, 229.09453892707825, 230.94440579414368, 232.42930269241333, 234.08945083618164, 234.7192656993866, 236.932621717453, 238.40401792526245, 238.59469270706177, 242.9760708808899, 244.4444658756256, 245.07383680343628, 245.33240580558777, 245.75666666030884, 250.16736578941345, 251.9726619720459, 252.74909162521362, 261.2151029109955, 262.62038564682007, 263.4349477291107, 268.23170375823975, 268.34908080101013, 272.4850046634674, 275.16842699050903, 277.9013786315918, 279.8905186653137, 282.71466183662415, 282.77599000930786, 286.4577157497406, 291.33028197288513, 295.62568068504333, 295.76958680152893, 297.42677664756775, 300.84390568733215, 304.5561237335205, 304.8172297477722, 304.93073987960815, 306.0706088542938, 306.47559571266174, 310.9823377132416, 312.2268097400665, 312.97254276275635, 313.27885270118713, 317.66996479034424, 317.9270718097687, 319.52831077575684, 322.76626777648926, 323.84087085723877, 324.32353377342224, 325.9538097381592, 340.912006855011, 344.2514638900757, 345.6006898880005, 347.9674367904663, 350.64154982566833, 351.9470536708832, 357.7613697052002, 361.78992891311646, 363.34167981147766, 366.0797438621521, 368.76017785072327, 370.1653378009796, 373.1056797504425, 373.7750668525696, 374.15469884872437, 374.8141858577728, 380.684574842453, 382.5193557739258, 382.81375670433044, 398.3248288631439, 404.3801968097687, 404.8297278881073, 410.5816898345947, 416.68140268325806, 418.3745107650757, 422.49924087524414, 424.95448088645935, 425.1818037033081, 425.9793746471405, 428.30366587638855, 428.6939136981964, 429.5035197734833, 430.1477208137512, 432.0559358596802, 434.56265592575073, 435.7491366863251, 437.64219784736633, 439.5594890117645, 442.6614828109741, 444.2540078163147, 447.1810576915741, 450.3530728816986, 450.99571990966797, 451.773952960968, 453.80147767066956, 456.3926217556, 457.6633577346802, 461.4952199459076, 463.3967056274414, 463.54798793792725, 465.7850036621094, 467.2092978954315, 470.5724449157715, 470.64536595344543, 471.4459948539734, 472.3084168434143, 473.8674747943878, 478.10589265823364, 478.56448793411255, 479.3714907169342, 483.8465669155121, 487.02707290649414, 487.7199568748474, 488.86336278915405, 491.19660902023315, 493.21114778518677, 495.8147418498993, 497.1841998100281, 498.2291169166565, 498.2606608867645, 498.48587799072266, 502.6414728164673, 507.11604475975037, 507.3227729797363, 522.6779808998108, 523.491861820221, 524.6340007781982, 528.6677129268646, 529.223602771759, 530.6284358501434, 530.8739047050476, 533.7043299674988, 538.0599138736725, 542.7819519042969, 550.8636658191681, 563.3715667724609, 566.683563709259, 572.7987167835236, 590.9426906108856, 600.9196088314056, 602.7833306789398, 605.8695647716522, 606.8105247020721, 619.2074129581451, 621.5941026210785, 632.2471308708191, 637.9364767074585, 638.4723808765411, 639.313857793808, 641.5228888988495, 661.9959166049957, 757.2695927619934, 791.306165933609, 798.1108636856079, 801.8261208534241]
def plotTripleBB(pairs1, pairs2, pairs3, xlabel, ylabel):
    xs1 = [x[0] for x in pairs1]
    ys1 = [x[1] for x in pairs1]
    xs2 = [x[0] for x in pairs2]
    ys2 = [x[1] for x in pairs2]
    xs3 = [x[0] for x in pairs3]
    ys3 = [x[1] for x in pairs3]
    plt.scatter(xs1, ys1, color='red', label='Length 2 BB')
    plt.scatter(xs2, ys2, color='blue', label='Length 4 BB')
    plt.scatter(xs3, ys3, color='green', label='Length 6 BB')
    plt.xlabel(xlabel)
    plt.ylabel(ylabel)
    plt.legend(loc='upper left')
    plt.show()

#plotTripleBB(full_bbox_get2, full_bbox_get4, full_bbox_get6, 'Number of Frames', 'Time (s)')

def plotBarsBB(pairs1, pairs2, pairs3, pairs4, pairs5, xlabel, ylabel):
    p1time = sum([x[1] for x in pairs1])
    p2time = sum([x[1] for x in pairs2])
    p3time = sum([x[1] for x in pairs3])
    p4time = sum([x[1] for x in pairs4])
    p5time = sum([x[1] for x in pairs5])
    bblengths = [1, 2, 3, 4, 5]
    labels = ['4%', '16%', '36%', '64%', '100%']
    plt.bar(bblengths, [p1time, p2time, p3time, p4time, p5time])
    plt.xlabel(xlabel)
    plt.ylabel(ylabel)
    plt.xticks(bblengths, labels)
    plt.show()

# plotBarsBB(full_bbox_get2, full_bbox_get4, full_bbox_get6, full_bbox_get8, full_bbox_get10, 'Bounding Box Area', 'Time (s)')


def plotSingle(pairs, title, xlabel, ylabel):
    xs = [x[0] for x in pairs]
    ys = [x[1] for x in pairs]
    plt.scatter(xs, ys, color='red', label=title)
    plt.xlabel(xlabel)
    plt.ylabel(ylabel)
    plt.legend(loc='upper left')
    plt.show()

#plotSingle(naives, 'Naive Model', 'Number of Frames', 'Time (s)')

def plotDouble(pairs1, pairs2, title1, title2, xlabel, ylabel):
    xs1 = [x[0] for x in pairs1]
    ys1 = [x[1] for x in pairs1]
    xs2 = [x[0] for x in pairs2]
    ys2 = [x[1] for x in pairs2]
    plt.plot(xs2, ys2, color='blue', label=title2)
    plt.plot(xs1, ys1, color='red', label=title1)
    plt.xlabel(xlabel)
    plt.ylabel(ylabel)
    plt.legend(loc='upper left')
    plt.show()

#plotDouble(full_put, naives, 'Full put', 'Naive', 'Number of Frames', 'Time (s)')

def plotDoubleCumulative(pairs1, pairs2, title1, title2, xlabel, ylabel):
    xs1 = [i+1 for i,x in enumerate(pairs1)] #the xs are the video numbers
    ys1 = []
    total = 0
    for x in pairs1:
        total += x[1]
        ys1.append(total)
    xs2 = [i+1 for i,x in enumerate(pairs2)] #the xs are the video numbers
    ys2 = []
    total = 0
    for i,x in enumerate(pairs2):
        #if i > 305:
        #    break
        total += x[1]
        ys2.append(total)
    #plt.plot(xs2, ys2, color='blue', label=title2)
    plt.plot(xs1, ys2, color='blue', label=title2)
    plt.plot(xs1, ys1, color='red', label=title1)
    plt.xlabel(xlabel)
    plt.ylabel(ylabel)
    plt.legend(loc='upper left')
    plt.show()

#plotDoubleCumulative(get_simple_cleanup, get_simple, 'Simple w/Cleanup', 'Simple w/out Cleanup', 'Number of Videos', 'get() Time (s)')
#plotDoubleCumulative(put_simple_cleanup, put_simple, 'Simple w/Cleanup', 'Simple w/out Cleanup', 'Number of Videos', 'put() Time (s)')
#plotDoubleCumulative(get_full_cleanup, get_full, 'Full w/Cleanup', 'Full w/out Cleanup', 'Number of Videos', 'get() Time (s)')
# plotDoubleCumulative(put_full_cleanup, put_full, 'Full w/Cleanup', 'Full w/out Cleanup', 'Number of Videos', 'put() Time (s)')

def plotTripleCumulative(pairs1, pairs2, pairs3, title1, title2, title3, xlabel, ylabel):
    xs1 = [i+1 for i,x in enumerate(pairs1)] #the xs are the video numbers
    ys1 = []
    total = 0
    for x in pairs1:
        total += x[1]
        ys1.append(total)
    xs2 = [i+1 for i,x in enumerate(pairs2)] #the xs are the video numbers
    ys2 = []
    total = 0
    for i,x in enumerate(pairs2):
        if i > 303:
            break
        total += x[1]
        ys2.append(total)
    xs3 = [i+1 for i,x in enumerate(pairs3)] #the xs are the video numbers
    ys3 = []
    total = 0
    for x in pairs3:
        total += x[1]
        ys3.append(total)
    #needed for a particular input format--we can uncomment this later
    # ys3 = [x[1] for x in pairs3]
    #plt.plot(xs2, ys2, color='blue', label=title2)
    plt.plot(xs1, ys2, color='blue', label=title2)
    plt.plot(xs1, ys1, color='red', label=title1)
    plt.plot(xs3, ys3, color='orange', label=title3)
    plt.xlabel(xlabel)
    plt.ylabel(ylabel)
    plt.legend(loc='upper left')
    plt.show()
print(len(get_simple_cleanup), len(naives), len(get_full_cleanup))
plotTripleCumulative(get_simple_cleanup, naives, get_full_cleanup, 'Simple Model', 'Naive Model', 'Full Model', 'Number of Videos', 'get() Time (s)')
#plotTripleCumulative(put_simple_cleanup, naives, put_full_cleanup, 'Simple Model', 'Naive Model', 'Full Model', 'Number of Videos', 'put() Time (s)')
#plotTripleCumulative(put_simple, naives, put_full, 'Simple Model', 'Naive Model', 'Full Model', 'Number of Videos', 'put() Time-no cleanup (s)')
#plotTripleCumulative(get_simple_cleanup, naives, get_putmany, 'Simple Model', 'Naive Model', 'Full Model', 'Number of Videos', 'get() Time-putMany (s)')
#put_putmanyTuples = list(enumerate(put_putmany))
#plotTripleCumulative(put_simple_cleanup, naives, put_putmanyTuples, 'Simple Model', 'Naive Model', 'Full Model', 'Number of Videos', 'put() Time-putMany (s)')

#plotDoubleCumulative(full_put, naives, 'Full put', 'Naive', 'Number of Videos', 'Time (s)')

def plot3Models(naives, \
                simples, \
                fulls, \
                xlabel, \
                ylabel, \
                testname, \
                isLine=True):
    if isLine:
        plt.plot([x[0] for x in naives], [x[1] for x in naives], color='red', label='Naive Model')
        plt.plot([x[0] for x in simples], [x[1] for x in simples], color='blue', label='Simple Model')
        plt.plot([x[0] for x in fulls], [x[1] for x in fulls], color='green', label='Full Model')
        plt.xlabel(xlabel)
        plt.ylabel(ylabel)
        plt.legend(loc='upper left')
        plt.show()
        #if this generates the kind of graph we want, we'll want to save the figure
        #instead of showing it. Here's the command for that:
        #NOTE: you will need to comment out the above plt.show() in that case
        #plt.savefig(testname)
    else:
        plt.scatter([x[0] for x in naives], [x[1] for x in naives], color='red', label='Naive Model')
        plt.scatter([x[0] for x in simples], [x[1] for x in simples], color='blue', label='Simple Model')
        plt.scatter([x[0] for x in fulls], [x[1] for x in fulls], color='green', label='Full Model')
        plt.xlabel(xlabel)
        plt.ylabel(ylabel)
        plt.legend(loc='upper left')
        plt.show()
        #if this generates the kind of graph we want, we'll want to save the figure
        #instead of showing it. Here's the command for that:
        #NOTE: you will need to comment out the above plt.show() in that case
        #plt.savefig(testname)

#plot3Models(naives, get_simple_cleanup, get_full_cleanup, 'Number of Frames', 'Time (s)', 'get_cleanupTest', isLine=False)
# lst = range(100000)
# lst2 = [2*x for x in lst]
# lst3 = [3*x for x in lst]
# lst4 = [4*x for x in lst]
# lst5 = [5*x for x in lst]
# #nlst = list(zip(lst, lst5))
# nlst = naives
# slst = list(zip(lst, lst4))
# flst = list(zip(lst, lst3))
# plst = list(zip(lst, lst2))
# plot4Models(nlst, slst, flst, plst, 'Size (MB)', 'Latency (ms)', 'test_graph')