csv_gen.py

from __future__ import print_function, division

__author__ = 'amrit'

import sys
import os, pickle
import operator
import numpy as np
import csv
sys.dont_write_bytecode = True
temp={'synapse': [(400, 400, 400, 50, 200, 400, 400, 50, 400, 50, 50, 400, 400, 50, 400, 400, 400, 400, 200, 200, 400, 400, 50, 400, 50, 400, 400, 400, 400, 400, 50, 50, 200, 50, 50, 400, 50, 50, 50, 50, 100, 50, 400, 50, 50, 50, 400, 50, 50, 50, 50, 400, 50, 400, 200, 50, 50, 50, 50, 50, 400, 400, 400, 50, 400, 50, 50, 50, 50, 400, 400, 200, 400, 50, 50, 100, 50, 50, 50, 50, 400, 400, 200, 200, 400, 50, 100, 200, 50, 50), (1, 1, 1, 4, 4, 3, 1, 1, 1, 2, 4, 1, 5, 3, 2, 5, 3, 3, 1, 1, 5, 1, 4, 2, 4, 1, 2, 1, 4, 3, 4, 4, 5, 1, 2, 1, 5, 1, 4, 1, 4, 4, 4, 2, 2, 1, 3, 4, 3, 5, 4, 1, 3, 5, 5, 1, 2, 3, 4, 5, 1, 4, 3, 3, 2, 5, 3, 1, 1, 5, 4, 2, 5, 5, 2, 3, 1, 2, 1, 2, 4, 5, 3, 3, 5, 3, 3, 5, 3, 4), (18, 18, 8, 18, 15, 17, 7, 20, 8, 12, 18, 17, 7, 19, 8, 9, 7, 10, 6, 16, 18, 8, 8, 10, 12, 13, 6, 10, 18, 19, 5, 11, 18, 17, 7, 7, 15, 14, 14, 16, 17, 10, 15, 10, 10, 11, 12, 17, 13, 12, 18, 20, 11, 11, 6, 19, 8, 20, 12, 16, 11, 8, 16, 16, 8, 14, 10, 6, 9, 12, 7, 10, 17, 7, 9, 11, 8, 6, 20, 7, 19, 11, 17, 9, 11, 18, 20, 17, 16, 5), (1.8447488826718017, 0.793444452382953, 0.5543982562214261, 0.8025032375756664, 1.0530445291616939, 1.0322691621594098, 1.1652348582071546, 0.3, 2.9678523184058405, 0.789493930724791, 2.107467683972573, 1.7264120328728034, 2.061173072017022, 1.9538971695137874, 2.907622808396713, 2.492295062303901, 0.635857289931274, 0.8672790546334377, 1.2788588782719565, 1.155226982175075, 1.7900954020731914, 0.7130966797303369, 0.7782138726403894, 0.3802802856761689, 1.6592489726200126, 1.3027122212274855, 2.8960055599046366, 1.0797579410145568, 2.17129705077202, 1.6282815964146098, 0.32836660910041515, 1.3524093572649698, 2.2682464442936494, 2.275051904461284, 0.36162390609986383, 0.3, 1.7578726367428656, 1.2201485762043236, 2.9342526518843233, 1.0685580642038985, 1.7526972821503253, 0.885143688455881, 0.40500518882365616, 1.2322283047539953, 1.9647730258733649, 0.3427437052572925, 2.8665092746289953, 2.201407861790925, 0.6799283975093783, 2.4437530585617586, 0.5721694107968329, 1.3485493115356622, 2.100744349600041, 0.43580598658167696, 2.6761280792201583, 2.410956204069667, 1.1941345188133103, 1.131219222939406, 0.8401778905092148, 0.6920604697143942, 3, 2.142415858478618, 2.417704005838333, 2.941784349056527, 0.6501758785388063, 2.7640130339498987, 1.697000125956042, 1.0607846611553438, 2.37356671531442, 0.6076816979160468, 2.613917491198644, 1.3360717462462743, 2.4083351305801672, 1.9801805208863916, 0.5961021983277395, 0.36220791382506795, 3, 2.1553040409580437, 1.8165345591631772, 0.7974108521713021, 1.0228877979075015, 1.2241497531561334, 0.46025073547775547, 0.7124650191604447, 2.8190355653821118, 1.665726072053888, 2.7250357475429947, 1.2639552725726864, 3, 2.700432106937468)], 'xerces': [(100, 400, 400, 100, 50, 100, 50, 50, 400, 100, 100, 50, 200, 200, 50, 50, 50, 200, 100, 400, 100, 100, 50, 400, 50, 50, 50, 400, 400, 100, 100, 50, 200, 200, 50, 200, 100, 400, 200, 200, 50, 400, 50, 50, 100, 100, 400, 100, 100, 400, 50, 400, 100, 50, 100, 400, 400, 100, 200, 200, 100, 400, 50, 100, 100, 50, 50, 50, 50, 200, 50, 200, 400, 50, 200, 100, 50, 400, 400, 50, 100, 50, 100, 400, 100, 50, 50, 100, 400, 50), (3, 5, 3, 1, 4, 1, 2, 1, 2, 1, 4, 5, 4, 1, 5, 1, 5, 3, 5, 4, 2, 1, 5, 2, 3, 1, 2, 5, 3, 4, 4, 5, 2, 3, 5, 3, 4, 3, 5, 1, 3, 3, 2, 4, 5, 3, 3, 3, 4, 4, 5, 1, 1, 5, 1, 2, 2, 2, 2, 3, 4, 5, 3, 5, 3, 4, 1, 5, 4, 5, 3, 5, 3, 5, 5, 3, 3, 4, 4, 2, 4, 1, 4, 4, 5, 3, 1, 1, 4, 3), (15, 7, 11, 14, 9, 15, 7, 14, 11, 6, 10, 5, 7, 12, 20, 17, 20, 20, 12, 18, 12, 12, 6, 15, 5, 15, 11, 9, 18, 16, 8, 8, 17, 13, 19, 5, 19, 19, 18, 19, 6, 9, 20, 19, 9, 6, 5, 10, 10, 19, 15, 14, 6, 18, 11, 6, 19, 18, 14, 17, 17, 7, 15, 5, 16, 9, 18, 9, 19, 10, 10, 10, 8, 6, 19, 18, 15, 8, 17, 6, 20, 12, 20, 18, 5, 13, 13, 11, 19, 10), (1.0884649740791688, 2.791298597261573, 2.9045996322879652, 1.329274533267213, 1.6909007490073797, 0.8669741339205033, 0.6944455667745575, 0.8354164425776265, 0.3081337794202266, 2.974553894067933, 2.8134533304385676, 0.5660934231528364, 0.7130506630759108, 1.4755207571200477, 0.49622313584513933, 1.5611397901483968, 2.9028174669304363, 0.889812341757716, 2.639407536874168, 2.953167259374141, 1.6497500131042742, 2.3525888829162755, 2.139982392118955, 1.633176546479612, 2.6457504957018316, 0.4072490354430281, 2.264820140274156, 2.6595978652880503, 1.5593552040798575, 0.3814191516557042, 2.2390269842498802, 1.55132242261719, 0.7701930259977672, 0.7641845727073557, 1.2684900486497575, 1.2613824264986864, 0.793433046572797, 2.6253274650999914, 2.1002486268530713, 1.3539947869312836, 1.3500223300984198, 2.1312921896115884, 2.9412155880820294, 1.0827349390563898, 2.505896962214197, 2.9426381485781423, 0.40232553756416595, 2.2207142521431096, 0.6627999600542445, 2.7937746219904858, 2.0904378051955037, 1.6946819671064661, 2.1957855336862218, 2.950248987379872, 1.995318534676073, 2.590683980815509, 2.868046908702245, 1.4135214747526395, 1.9061494080646666, 3, 0.5978722165511594, 1.846839005166198, 2.295126672292195, 1.9472455189661153, 2.057153405289797, 0.5002533151464013, 2.9361121689374667, 1.7177314107207324, 1.5744523972703466, 1.0204222185135765, 0.6777093596567603, 1.0701118565229137, 1.4418672998674609, 2.550049954850809, 0.9663202381790752, 2.769484602193049, 1.918985780884219, 1.7606098981285694, 1.1465881321020184, 2.9568991516896945, 1.2165136953849467, 2.5988980963888855, 0.8184844420527801, 2.5653335328231406, 3, 2.383692876696685, 2.8479892690339783, 2.328847442806376, 1.5288552929754187, 2.8647189695153834)], 'tomcat': [(50, 50, 50, 50, 100, 50, 400, 50, 100, 50, 50, 100, 50, 50, 50, 100, 100, 50, 50, 50, 100, 50, 50, 100, 50, 200, 400, 400, 100, 50, 100, 400, 50, 50, 100, 100, 100, 200, 100, 50, 100, 100, 50, 100, 200, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 100, 50, 50, 100, 50, 200, 50, 100, 50, 50, 50, 100, 50, 50, 50, 50, 400, 100, 50, 100, 50, 50, 50, 100, 50, 50, 50, 50, 50, 50, 100, 100, 50, 50, 50), (2, 3, 1, 2, 3, 3, 5, 2, 5, 1, 2, 4, 3, 2, 2, 3, 4, 3, 1, 3, 5, 3, 3, 5, 5, 2, 5, 2, 4, 2, 2, 3, 5, 2, 3, 3, 5, 3, 1, 5, 3, 3, 1, 4, 5, 5, 5, 1, 5, 4, 4, 4, 5, 2, 2, 2, 5, 1, 2, 5, 1, 5, 5, 1, 3, 4, 4, 5, 1, 5, 5, 5, 2, 1, 4, 5, 4, 2, 1, 4, 2, 3, 1, 1, 5, 3, 3, 5, 2, 4), (6, 13, 11, 20, 6, 15, 17, 14, 20, 16, 5, 19, 6, 8, 15, 17, 11, 20, 8, 15, 6, 14, 5, 13, 7, 9, 14, 19, 18, 15, 13, 13, 7, 17, 13, 8, 6, 11, 19, 16, 16, 7, 19, 5, 20, 9, 12, 5, 18, 8, 11, 14, 13, 5, 19, 18, 13, 19, 19, 14, 6, 9, 16, 18, 19, 9, 15, 13, 11, 18, 16, 20, 17, 10, 7, 16, 9, 9, 13, 13, 19, 8, 10, 8, 13, 8, 20, 5, 17, 20), (0.3, 2.847774181114601, 2.208694282984657, 2.0822964223059706, 2.62791166682726, 0.3, 1.4664817819387992, 0.3, 2.980270536319673, 0.9873945343118791, 1.3849731819760245, 2.633385753461819, 1.8212783090859188, 1.8673890793962653, 1.0788164147843, 0.560139369410376, 2.6442376665269953, 1.6619375149524336, 1.984664829939593, 2.450163005195085, 1.9794781877800085, 2.27897579144439, 1.3219013171838747, 0.46426546505603666, 2.2963102255828525, 0.3, 1.760910833978777, 0.7615461524915741, 0.6717978481022298, 2.8102845131988397, 1.8829226782834714, 1.6633640491571144, 3, 0.38159591188951136, 2.4078890585205555, 0.7499316033451588, 0.5140889920817274, 1.3637409755118914, 2.482020928885594, 2.1894009730326784, 0.8744400352358058, 1.7694382858406639, 2.747609803364455, 1.4078472871587184, 0.4851161062705521, 0.3, 0.8892472011646517, 0.3, 2.282592708071283, 1.0616951108583856, 1.9279265201722378, 0.4225572110946189, 3, 1.4216573593438184, 1.7207683067239408, 1.912426111702734, 0.9087756761949446, 1.3082245966450432, 2.3336635531460175, 1.3508250614517059, 2.772676930237132, 1.9322751611286542, 1.0826048834839654, 1.995662170297997, 1.9218276060858042, 2.31744210434171, 2.872783496185236, 0.9082532661513458, 2.191355335620838, 2.663414846854959, 2.6132909477280943, 0.5737274605371506, 0.6208066861103116, 1.385976411734323, 0.39263459946629914, 2.7160748506602306, 0.46467460662069077, 2.6152135169720294, 2.782062667731043, 1.4228884111909972, 3, 2.3676319063314453, 1.7374984621390552, 1.1276416418063384, 0.8373289475489931, 2.8049423009906285, 2.1899635852680985, 1.4289160549276292, 2.0297962689871167, 1.7885145831418767)], 'camel': [(50, 50, 200, 50, 50, 50, 400, 400, 100, 100, 50, 50, 50, 100, 50, 50, 50, 50, 200, 100, 50, 400, 400, 50, 50, 50, 50, 50, 400, 100, 50, 50, 400, 200, 50, 50, 100, 50, 400, 50, 100, 100, 400, 400, 50, 50, 50, 100, 50, 200, 200, 100, 50, 100, 50, 50, 100, 50, 400, 50, 400, 200, 50, 50, 50, 400, 50, 50, 100, 50, 100, 100, 50, 50, 50, 50, 50, 50, 50, 50, 50, 400, 50, 50, 100, 100, 50, 100, 50, 50), (2, 2, 5, 4, 4, 5, 4, 4, 1, 1, 5, 5, 1, 1, 1, 2, 4, 5, 1, 2, 2, 4, 5, 4, 3, 2, 1, 2, 5, 2, 4, 3, 5, 5, 4, 1, 3, 5, 3, 1, 4, 2, 3, 4, 3, 4, 3, 2, 5, 3, 3, 3, 4, 2, 3, 3, 3, 5, 4, 1, 1, 4, 2, 4, 3, 2, 2, 3, 1, 3, 3, 5, 4, 5, 5, 4, 3, 2, 1, 1, 2, 3, 1, 3, 3, 5, 1, 1, 1, 4), (18, 20, 8, 7, 13, 13, 19, 11, 14, 19, 11, 6, 20, 17, 11, 8, 5, 10, 7, 15, 14, 5, 17, 8, 13, 16, 17, 20, 7, 9, 11, 7, 11, 20, 12, 11, 5, 7, 10, 16, 10, 17, 18, 10, 19, 16, 13, 6, 5, 17, 10, 12, 6, 19, 18, 14, 20, 7, 15, 18, 14, 10, 6, 6, 20, 11, 18, 5, 12, 13, 6, 13, 15, 18, 13, 20, 12, 13, 18, 6, 11, 8, 19, 8, 9, 13, 13, 19, 20, 5), (2.469672129300709, 1.227420734694983, 0.7894291284146064, 3, 2.6869892216540765, 2.9084135434923555, 2.2180849038935895, 0.3420343897955753, 0.5664428488839623, 2.90279485168891, 2.1170599454900634, 0.45442177581343046, 0.4869257758383029, 1.8406115771095586, 1.7223912209979015, 0.6007614741922536, 1.471300943994293, 2.541082955315605, 1.7846831331689978, 2.596334610115484, 2.633294519119108, 2.1897611629647855, 2.917314700115851, 1.701400243896731, 2.3579506875456313, 0.7657781808475079, 2.0597856531474905, 0.8028744923808484, 1.5212913146845528, 1.770789891424078, 1.840629805259851, 2.1890257002929556, 1.1444366795019796, 0.3, 0.8292760893054443, 0.3153862370544783, 1.389098611244318, 0.9167281257448835, 1.96473103657387, 2.2866614284304547, 2.094826090566092, 2.3381909560157372, 1.9504000451660928, 1.3018169850856618, 0.8761267539009137, 3, 2.3919755120776514, 0.35842417751088845, 2.9886135764056934, 2.233079666179178, 0.5298014852542822, 2.000384617674004, 0.8771143557816823, 2.540518963006672, 2.0256872558388674, 0.31283865719689324, 2.7002583198333605, 1.1021725184124966, 1.6468250287979955, 0.8767521483579443, 1.3309916034988551, 1.117298941846266, 2.7605603784486967, 0.8349089529515192, 1.890302755724652, 1.744638517358118, 2.1982830836717735, 1.518345830410284, 2.248891086396314, 1.963921213638967, 0.7585634435913664, 2.145842081973252, 3, 0.4243232247334083, 1.2844667727811954, 0.8201862941606415, 2.7721838762569915, 2.525629270107432, 1.4692176259816012, 1.9530188936118056, 1.1907122904299758, 1.3264383749205229, 1.6578149555042625, 2.7327710717083633, 0.36704163413842694, 1.3426482808575393, 1.4929680436787436, 2.5763852618995093, 2.7541290482877687, 1.7572983145769505)], 'xalan': [(100, 400, 50, 200, 100, 200, 100, 50, 400, 200, 400, 200, 50, 50, 100, 50, 50, 100, 200, 50, 50, 50, 100, 400, 100, 50, 200, 100, 50, 400, 50, 100, 100, 200, 200, 400, 400, 100, 50, 100, 50, 50, 200, 50, 100, 50, 50, 200, 50, 100, 50, 200, 100, 100, 400, 400, 50, 100, 100, 200, 50, 100, 400, 50, 100, 100, 200, 200, 200, 400, 100, 100, 200, 50, 50, 50, 100, 400, 50, 200, 200, 50, 200, 400, 100, 50, 50, 200, 400, 400), (4, 4, 5, 4, 5, 1, 4, 1, 1, 4, 3, 4, 3, 3, 2, 5, 5, 3, 1, 5, 4, 1, 1, 3, 5, 4, 5, 3, 1, 4, 4, 3, 5, 4, 2, 4, 3, 1, 5, 2, 5, 1, 1, 5, 3, 1, 2, 2, 4, 3, 2, 4, 3, 4, 5, 2, 3, 3, 3, 5, 1, 5, 2, 2, 4, 2, 3, 3, 4, 5, 3, 1, 2, 5, 3, 3, 5, 5, 3, 1, 2, 1, 3, 4, 3, 4, 3, 2, 4, 2), (18, 10, 10, 18, 9, 17, 17, 5, 16, 19, 10, 10, 6, 20, 17, 16, 18, 17, 8, 7, 13, 9, 14, 15, 5, 10, 13, 15, 19, 10, 20, 7, 10, 19, 10, 14, 14, 5, 6, 17, 7, 19, 15, 9, 14, 17, 9, 16, 12, 8, 12, 17, 10, 15, 9, 7, 15, 10, 12, 6, 8, 8, 6, 17, 7, 12, 20, 6, 16, 19, 14, 7, 11, 5, 7, 6, 14, 20, 10, 8, 8, 15, 15, 7, 17, 15, 10, 5, 12, 6), (0.6306666497215765, 0.9195905216083167, 1.1378962139191098, 1.1830880084688484, 2.0977416996413574, 2.1670321579310734, 1.5624294822279732, 1.5219657140914908, 2.732506844275716, 2.563458349406953, 1.3603862911094715, 1.5948088068995203, 0.6016332781350624, 0.7420005960815661, 2.007391262288732, 0.9892803758207098, 0.7847642838563893, 1.7622997880931508, 2.971854877156352, 1.125543484936571, 0.34468138053488595, 1.9007299717153445, 1.408801078507457, 2.0105430928939847, 0.5474469125720455, 2.0961519682272227, 1.396639721528787, 2.1316927792966314, 2.693738046176112, 0.42177048209941104, 1.7839091151159137, 1.9621294376974179, 2.3167387141282676, 2.563516252040571, 1.3344114637033593, 2.5543793777873542, 0.9903909453882263, 2.342787357286786, 1.072653548152246, 2.844308662912883, 2.659846572797386, 0.5724987493874922, 1.6454662058896534, 1.1780951452781334, 2.087978267969369, 2.825556798204526, 2.8165292038966037, 0.989793701946446, 1.657421102616415, 2.7854824663301136, 1.2328782058273977, 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2.7444243118497016, 2.231633236306543, 1.5362382250638495)], 'ivy': [(400, 400, 50, 400, 50, 400, 50, 200, 200, 400, 50, 200, 50, 50, 50, 200, 400, 50, 50, 100, 50, 100, 50, 100, 50, 50, 400, 100, 50, 400, 50, 50, 50, 200, 100, 100, 50, 100, 50, 400, 100, 50, 200, 50, 50, 50, 400, 50, 50, 200, 50, 50, 50, 100, 50, 50, 50, 50, 50, 50, 50, 50, 50, 400, 50, 100, 100, 50, 400, 100, 400, 50, 50, 400, 50, 50, 50, 100, 100, 50, 50, 50, 100, 50, 50, 50, 50, 50, 50, 50), (2, 2, 1, 4, 1, 3, 5, 5, 3, 3, 1, 2, 2, 4, 1, 5, 4, 4, 2, 2, 4, 4, 5, 2, 1, 2, 2, 4, 5, 2, 1, 3, 3, 3, 1, 5, 2, 3, 4, 3, 5, 1, 2, 2, 5, 1, 3, 3, 2, 4, 2, 1, 2, 4, 3, 1, 3, 3, 3, 5, 2, 5, 2, 2, 2, 2, 2, 4, 3, 1, 2, 3, 3, 1, 5, 1, 1, 2, 5, 3, 1, 5, 3, 5, 1, 1, 3, 5, 5, 5), (7, 17, 9, 11, 13, 19, 10, 16, 8, 15, 8, 8, 6, 15, 11, 19, 8, 13, 5, 8, 14, 19, 5, 18, 13, 12, 19, 11, 9, 13, 13, 16, 7, 18, 16, 15, 11, 5, 13, 11, 11, 14, 16, 6, 13, 9, 13, 5, 14, 16, 10, 16, 17, 15, 19, 14, 14, 19, 20, 18, 7, 15, 16, 16, 6, 15, 20, 14, 17, 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2.337427487602194, 0.7419967793202464, 1.4669847930801914, 0.984485630140846, 2.468474258064487, 2.269057526830448, 2.378751700971594, 2.1849507014242984, 3, 1.5970352707309043, 1.1328468684656734, 0.3718677293179738, 0.53204170458405, 0.3, 0.8434583749878182, 0.5242196171582775, 2.2630039251808025, 2.492029380122156, 2.15414908562774, 2.3099022142247, 2.1935388029598064, 1.5182704161345482, 0.858724580285332, 2.4567028953774983, 2.3251344569977306, 1.0193811051435588, 0.842716612787048, 2.3524082312014825, 2.05572148056617, 2.242842352980629, 1.6156615128773812, 1.8458476700703785, 2.8169733094438656, 1.5028134792558643, 1.7255812904786327, 2.701699353330468, 0.7510366620131169, 2.291464817574977, 2.7710015063698052)], 'jedit': [(400, 200, 50, 50, 50, 50, 100, 200, 100, 50, 100, 400, 50, 100, 400, 200, 200, 50, 50, 50, 400, 50, 50, 50, 50, 400, 100, 50, 50, 400, 50, 400, 200, 50, 50, 50, 50, 200, 100, 400, 400, 200, 50, 400, 50, 50, 400, 200, 50, 50, 100, 50, 400, 50, 400, 100, 50, 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0.5781733295097855, 1.511763824219166, 1.6311048721009715, 1.298765594713329, 1.2477666750938174, 2.4975568417689433, 2.9194469859207186, 1.9443932589861463, 0.3770000865879274, 2.846522094449776, 0.9853403044848223, 2.268587497647249, 0.6146139250652038, 2.6336652671276424, 0.3526807655714638, 0.6991826102129373, 1.830266753095212, 0.8352525766647116, 2.1237801004678576, 0.8767651583846673, 1.1697106107904527, 2.223985633234512, 2.879307038306689, 2.763561686065469, 2.577402911632346, 2.0735547280849644, 1.4286013642191995, 2.4193361426053386)]}


if __name__ == '__main__':

    with open('parameters.csv', 'w') as csvinput:
        fileds = ['File', 'median/iqr (k)','median/iqr (m)','median/iqr (r)']
        writer = csv.DictWriter(csvinput, fieldnames=fileds)
        #writer.writeheader()
        for file1 in temp.keys():
                k_string="{0:.2f}".format(np.median(temp[file1][2]))+' / '+"{0:.2f}".format(np.percentile(temp[file1][2],75)-np.percentile(temp[file1][2],25))
                a_string="{0:.2f}".format(np.median(temp[file1][0]))+' / '+"{0:.2f}".format(np.percentile(temp[file1][0],75)-np.percentile(temp[file1][0],25))
                b_string="{0:.2f}".format(np.mean(temp[file1][1]))+' / '+"{0:.2f}".format(np.percentile(temp[file1][1],75)-np.percentile(temp[file1][1],25))

                writer.writerow({'File':file1, 'median/iqr (k)':k_string,'median/iqr (m)':a_string,'median/iqr (r)':b_string})#'Cust_id': k, 'Active_Customer': int(li[i])})