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feat(simulation): Added 00/04 to create a simulation from a list of lambdas and TTL

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Signed-off-by: Tuan-Dat Tran <tuan-dat.tran@tudattr.dev>
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Tuan-Dat Tran
2024-12-10 11:52:56 +01:00
parent b166a9e64a
commit 5be438e9a1
53 changed files with 115587 additions and 83548 deletions
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101
00_aoi_caching_simulation/file_experiment/details.csv Normal file
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obj_id,access_count,hits,misses,mu,lambda,hit_rate,optimal_hitrates,expected_hit_rate,expected_hit_rate_delta,avg_cache_time,cache_time_delta,avg_age,expected_age,age_delta,age_delta in %
1,2194,122,2072,0,2.0,0.05560619872379216,0.0513,0.051240559632190874,0.004365639091601287,0.03941351347468736,0.016192685249104798,0.000781094996965306,0.027889334560319015,-0.02710823956335371,-0.9719930572285275
2,2237,98,2139,0,2.0,0.04380867232901207,0.0513,0.051240559632190874,-0.007431887303178807,0.040330662851234655,0.003478009477777412,0.0005472164029543024,0.02194645579745183,-0.02139923939449753,-0.9750658417010624
3,6160,2458,3702,0,5.0,0.399025974025974,0.4,0.40010461661881447,-0.001078642592840462,0.3461281129242689,0.05289786110170508,0.030540206453468575,0.09491824117952462,-0.06437803472605605,-0.6782472360006542
4,3576,842,2734,0,3.0,0.2354586129753915,0.2254,0.22531594212055184,0.010142670854839664,0.18738810795344676,0.04807050502194474,0.0125796577890349,0.0830929399348214,-0.0705132821457865,-0.8486073810975703
5,1106,0,1106,0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
6,1092,0,1092,0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
7,53221,41881,11340,0,39.0,0.7869262133368408,0.7852,0.7848887622998704,0.0020374510369703946,0.750537584648816,0.03638862868802473,0.054863078839223686,0.05299473947796569,0.0018683393612579993,0.03525518531956975
8,1028,0,1028,0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
9,3570,796,2774,0,3.0,0.22296918767507004,0.2254,0.22531594212055184,-0.002346754445481797,0.18854588063848216,0.034423307036587886,0.011230648389453497,0.07821136057910953,-0.06698071218965604,-0.8564064311591425
10,1084,0,1084,0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
11,1080,0,1080,0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
12,1065,0,1065,0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
13,3592,837,2755,0,3.0,0.23301781737193764,0.2254,0.22531594212055184,0.007701875251385798,0.18893487064532435,0.04408294672661328,0.012613527255785382,0.08213216061931364,-0.06951863336352826,-0.8464240175751657
14,1067,0,1067,0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
15,1014,0,1014,0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
16,1070,0,1070,0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
17,1064,0,1064,0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
18,1110,0,1110,0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
19,19736,12904,6832,0,15.0,0.6538305634373733,0.6536,0.6537173742753482,0.00011318916202518459,0.6043301974283786,0.04950036600899477,0.055639127367164906,0.07613673064854358,-0.020497603281378673,-0.26922095428549603
20,1051,0,1051,0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
21,1076,0,1076,0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
22,1068,0,1068,0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
23,22889,15630,7259,0,17.0,0.6828607628118311,0.6746,0.6743721128414397,0.008488649970391338,0.632048683787555,0.05081207902427609,0.058028116220032455,0.07526361524976279,-0.01723549902973033,-0.22900174237623608
24,1094,0,1094,0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
25,1058,0,1058,0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
26,1093,0,1093,0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
27,1067,0,1067,0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
28,4889,1592,3297,0,4.0,0.3256289629781141,0.3292,0.32914348336790533,-0.0035145203897912203,0.2831666983832757,0.04246226459483843,0.022555548604990573,0.09106303921820517,-0.0685074906132146,-0.7523084140543235
29,2258,111,2147,0,2.0,0.0491585473870682,0.0513,0.051240559632190874,-0.0020820122451226733,0.04065835355828264,0.008500193828785564,0.0006345470298912082,0.024638814936683125,-0.02400426790679192,-0.9742460409917495
30,1112,0,1112,0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
31,1124,0,1124,0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
32,1064,0,1064,0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
33,1087,0,1087,0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
34,1091,0,1091,0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
35,6188,2442,3746,0,5.0,0.39463477698771815,0.4,0.40010461661881447,-0.005469839631096318,0.34829627575351285,0.0463385012342053,0.02919589245861962,0.09348617513373864,-0.06429028267511902,-0.6876982888983016
36,1104,0,1104,0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
37,2228,121,2107,0,2.0,0.05430879712746858,0.0513,0.051240559632190874,0.003068237495277709,0.04008008532174193,0.01422871180572665,0.0007714759538735471,0.02723472590200356,-0.026463249948130013,-0.9716730780897342
38,1061,0,1061,0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
39,1057,0,1057,0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
40,1032,0,1032,0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
41,4773,1559,3214,0,4.0,0.32662895453593127,0.3292,0.32914348336790533,-0.002514528831974061,0.27635079564460147,0.050278158891329805,0.022796701696085605,0.09140938343814038,-0.06861268174205477,-0.7506087357922848
42,7408,3335,4073,0,6.0,0.4501889848812095,0.4523,0.4521753363092973,-0.0019863514280877848,0.3914754349139922,0.05871354996721728,0.03639296869791629,0.09410345649984528,-0.057710487801928986,-0.6132663979460082
43,6039,2408,3631,0,5.0,0.3987415134956119,0.4,0.40010461661881447,-0.0013631031232025914,0.3406989870266377,0.058042526468974176,0.03164518181414623,0.09482498108884868,-0.06317979927470245,-0.6662780055342645
44,1093,0,1093,0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
45,1060,0,1060,0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
46,25496,17698,7798,0,19.0,0.694148101663006,0.6922,0.6921060889542794,0.002042012708726615,0.6510647347644756,0.04308336689853043,0.05685609169074605,0.07050760867763574,-0.01365151698688969,-0.19361764273278786
47,1115,0,1115,0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
48,1083,0,1083,0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
49,1103,0,1103,0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
50,1061,0,1061,0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
51,2130,114,2016,0,2.0,0.05352112676056338,0.0513,0.051240559632190874,0.0022805671283725043,0.03834536660920154,0.015175760151361836,0.0007574288455191087,0.02683743952126305,-0.026080010675743944,-0.9717771568737397
52,1046,0,1046,0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
53,3464,773,2691,0,3.0,0.22315242494226328,0.2254,0.22531594212055184,-0.0021635171782885543,0.18263458519980405,0.04051783974245923,0.011405334004384626,0.0782823691567573,-0.06687703515237269,-0.854305201449053
54,2177,86,2091,0,2.0,0.03950390445567294,0.0513,0.051240559632190874,-0.01173665517651793,0.03952724687817992,-2.3342422506976435e-05,0.0006016578865182229,0.019782824482087975,-0.019181166595569753,-0.9695868561608589
55,1036,0,1036,0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
56,1105,0,1105,0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
57,12805,7319,5486,0,10.0,0.5715736040609137,0.5757,0.5755665253002691,-0.0039929212393553515,0.5201969887649068,0.0513766152960069,0.049368777105202724,0.08489091565940458,-0.03552213855420186,-0.4184445211631613
58,1103,0,1103,0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
59,2188,117,2071,0,2.0,0.05347349177330896,0.0513,0.051240559632190874,0.0022329321411180825,0.0392971591333651,0.014176332639943855,0.0007262004943140025,0.026813416553982217,-0.026087216059668215,-0.9729165250966069
60,1096,0,1096,0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
61,1071,0,1071,0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
62,1089,0,1089,0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
63,1064,0,1064,0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
64,1029,0,1029,0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
65,1049,0,1049,0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
66,1024,0,1024,0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
67,1097,0,1097,0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
68,3569,799,2770,0,3.0,0.22387223311852059,0.2254,0.22531594212055184,-0.0014437090020312515,0.18772017059035154,0.03615206252816905,0.011433486669877405,0.07856148314180805,-0.06712799647193064,-0.8544644753047839
69,1107,0,1107,0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
70,1114,0,1114,0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
71,1085,0,1085,0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
72,1086,0,1086,0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
73,1023,0,1023,0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
74,1081,0,1081,0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
75,1064,0,1064,0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
76,1068,0,1068,0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
77,1024,0,1024,0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
78,1117,0,1117,0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
79,1030,0,1030,0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
80,1144,0,1144,0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
81,1079,0,1079,0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
82,1053,0,1053,0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
83,1074,0,1074,0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
84,1092,0,1092,0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
85,1059,0,1059,0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
86,11589,6411,5178,0,9.0,0.5531969971524722,0.5528,0.5527332024982163,0.00046379465425583355,0.5010842399014717,0.05211275725100051,0.048652586687063584,0.08857163855628514,-0.03991905186922155,-0.45069790420388306
87,1011,0,1011,0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
88,3490,775,2715,0,3.0,0.22206303724928367,0.2254,0.22531594212055184,-0.0032529048712681696,0.18495667896294724,0.03710635828633643,0.01157478755967022,0.07786046719158972,-0.0662856796319195,-0.8513393513143408
89,1068,0,1068,0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
90,6143,2462,3681,0,5.0,0.40078137717727497,0.4,0.40010461661881447,0.0006767605584604985,0.3445572253849325,0.05622415179234247,0.030473885552490847,0.09549527142931784,-0.06502138587682699,-0.6808859214034851
91,1088,0,1088,0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
92,1103,0,1103,0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
93,6180,2490,3690,0,5.0,0.4029126213592233,0.4,0.40010461661881447,0.0028080047404088204,0.34593397739043114,0.05697864396879215,0.030366954782236135,0.09619939798013896,-0.06583244319790282,-0.6843332139302409
94,1047,0,1047,0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
95,1054,0,1054,0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
96,1000,0,1000,0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
97,1055,0,1055,0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
98,1063,0,1063,0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
99,11421,6278,5143,0,9.0,0.5496891690745118,0.5528,0.5527332024982163,-0.0030440334237045175,0.4951820979150468,0.054507071159465015,0.048120715252997284,0.08752208999022112,-0.03940137473722384,-0.4501877724997903
100,1091,0,1091,0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
1 obj_id access_count hits misses mu lambda hit_rate optimal_hitrates expected_hit_rate expected_hit_rate_delta avg_cache_time cache_time_delta avg_age expected_age age_delta age_delta in %
2 1 2194 122 2072 0 2.0 0.05560619872379216 0.0513 0.051240559632190874 0.004365639091601287 0.03941351347468736 0.016192685249104798 0.000781094996965306 0.027889334560319015 -0.02710823956335371 -0.9719930572285275
3 2 2237 98 2139 0 2.0 0.04380867232901207 0.0513 0.051240559632190874 -0.007431887303178807 0.040330662851234655 0.003478009477777412 0.0005472164029543024 0.02194645579745183 -0.02139923939449753 -0.9750658417010624
4 3 6160 2458 3702 0 5.0 0.399025974025974 0.4 0.40010461661881447 -0.001078642592840462 0.3461281129242689 0.05289786110170508 0.030540206453468575 0.09491824117952462 -0.06437803472605605 -0.6782472360006542
5 4 3576 842 2734 0 3.0 0.2354586129753915 0.2254 0.22531594212055184 0.010142670854839664 0.18738810795344676 0.04807050502194474 0.0125796577890349 0.0830929399348214 -0.0705132821457865 -0.8486073810975703
6 5 1106 0 1106 0 1.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0
7 6 1092 0 1092 0 1.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0
8 7 53221 41881 11340 0 39.0 0.7869262133368408 0.7852 0.7848887622998704 0.0020374510369703946 0.750537584648816 0.03638862868802473 0.054863078839223686 0.05299473947796569 0.0018683393612579993 0.03525518531956975
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13 12 1065 0 1065 0 1.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0
14 13 3592 837 2755 0 3.0 0.23301781737193764 0.2254 0.22531594212055184 0.007701875251385798 0.18893487064532435 0.04408294672661328 0.012613527255785382 0.08213216061931364 -0.06951863336352826 -0.8464240175751657
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19 18 1110 0 1110 0 1.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0
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24 23 22889 15630 7259 0 17.0 0.6828607628118311 0.6746 0.6743721128414397 0.008488649970391338 0.632048683787555 0.05081207902427609 0.058028116220032455 0.07526361524976279 -0.01723549902973033 -0.22900174237623608
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30 29 2258 111 2147 0 2.0 0.0491585473870682 0.0513 0.051240559632190874 -0.0020820122451226733 0.04065835355828264 0.008500193828785564 0.0006345470298912082 0.024638814936683125 -0.02400426790679192 -0.9742460409917495
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33 32 1064 0 1064 0 1.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0
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38 37 2228 121 2107 0 2.0 0.05430879712746858 0.0513 0.051240559632190874 0.003068237495277709 0.04008008532174193 0.01422871180572665 0.0007714759538735471 0.02723472590200356 -0.026463249948130013 -0.9716730780897342
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43 42 7408 3335 4073 0 6.0 0.4501889848812095 0.4523 0.4521753363092973 -0.0019863514280877848 0.3914754349139922 0.05871354996721728 0.03639296869791629 0.09410345649984528 -0.057710487801928986 -0.6132663979460082
44 43 6039 2408 3631 0 5.0 0.3987415134956119 0.4 0.40010461661881447 -0.0013631031232025914 0.3406989870266377 0.058042526468974176 0.03164518181414623 0.09482498108884868 -0.06317979927470245 -0.6662780055342645
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57 56 1105 0 1105 0 1.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0
58 57 12805 7319 5486 0 10.0 0.5715736040609137 0.5757 0.5755665253002691 -0.0039929212393553515 0.5201969887649068 0.0513766152960069 0.049368777105202724 0.08489091565940458 -0.03552213855420186 -0.4184445211631613
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60 59 2188 117 2071 0 2.0 0.05347349177330896 0.0513 0.051240559632190874 0.0022329321411180825 0.0392971591333651 0.014176332639943855 0.0007262004943140025 0.026813416553982217 -0.026087216059668215 -0.9729165250966069
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64 63 1064 0 1064 0 1.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0
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66 65 1049 0 1049 0 1.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0
67 66 1024 0 1024 0 1.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0
68 67 1097 0 1097 0 1.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0
69 68 3569 799 2770 0 3.0 0.22387223311852059 0.2254 0.22531594212055184 -0.0014437090020312515 0.18772017059035154 0.03615206252816905 0.011433486669877405 0.07856148314180805 -0.06712799647193064 -0.8544644753047839
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71 70 1114 0 1114 0 1.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0
72 71 1085 0 1085 0 1.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0
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75 74 1081 0 1081 0 1.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0
76 75 1064 0 1064 0 1.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0
77 76 1068 0 1068 0 1.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0
78 77 1024 0 1024 0 1.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0
79 78 1117 0 1117 0 1.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0
80 79 1030 0 1030 0 1.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0
81 80 1144 0 1144 0 1.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0
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91 90 6143 2462 3681 0 5.0 0.40078137717727497 0.4 0.40010461661881447 0.0006767605584604985 0.3445572253849325 0.05622415179234247 0.030473885552490847 0.09549527142931784 -0.06502138587682699 -0.6808859214034851
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94 93 6180 2490 3690 0 5.0 0.4029126213592233 0.4 0.40010461661881447 0.0028080047404088204 0.34593397739043114 0.05697864396879215 0.030366954782236135 0.09619939798013896 -0.06583244319790282 -0.6843332139302409
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97 96 1000 0 1000 0 1.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0
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