How to use generate_random method in localstack

Best Python code snippet using localstack_python

randomizedmodel.py

Source:randomizedmodel.py

...11    print explanationstring, "size", len(inlist)12    for x in range(len(inlist)) :13        print x, inlist[x]1415def generate_random(numitems, numhits, numrounds) :1617    assert numhits <= numitems 18    accum_precat20 = []19    accum_rhr = []20    hitlist = [1 for x in range(numhits)]21    nonhitslist = [0 for x in range(numitems-numhits)]2223    totallsit= hitlist + nonhitslist2425    for i in range(numrounds):26        random.shuffle(totallsit)27        precat20 = 028        rhr = 0.029        for y in range(numitems):30            if totallsit[y]== 1 :31                if y < 20 :32                    precat20 += 133                rhr += 1.0/float(y+1)34        accum_precat20.append(precat20)35        accum_rhr.append(rhr)3637#    printlist(accum_precat20, 'prec@20')38#    printlist(accum_rhr, 'rhr')39    precat20_parameters = (statistics.mean(accum_precat20), statistics.stdev(accum_precat20))40    rhr_parameters = (statistics.mean(accum_rhr), statistics.stdev(accum_rhr))41    42    print 'prec@20: ', precat20_parameters, 'rhr: ', rhr_parameters 4344    return (precat20_parameters, rhr_parameters)4546########################################################47#  testing4849#numitems = 10050#numhits = 2051##generate_random(numitems, numhits, 10)52##generate_random(numitems, numhits, 100)53##generate_random(numitems, numhits, 1000)54##generate_random(numitems, numhits, 10000)55##generate_random(numitems, numhits, 100000)56##prec@20 3.8 1.5491933384857##rhr 1.1567029922 0.55610807203958##prec@20 3.77 1.5364592642559##rhr 0.996366478522 0.45407668868560##prec@20 3.964 1.6003953465561##rhr 1.03744185854 0.47237904987462##prec@20 4.0033 1.6010451100963##rhr 1.04068589783 0.46734950464664##prec@20 4.00532 1.6102911624865##rhr 1.03903958702 0.4703193141236667# covid19 (trials data)6869##############################################################70# case DM fda only on trial hits..7172##numitems = 34273##numhits =  6174##generate_random(numitems, numhits, 10)75##generate_random(numitems, numhits, 100)76##generate_random(numitems, numhits, 1000)77##generate_random(numitems, numhits, 10000)78##generate_random(numitems, numhits, 100000)79##prec@20 3.3 1.3374935098580##rhr 1.00187548487 0.25035312912681##prec@20 3.34 1.4989558655582##rhr 1.07260588909 0.42239871039483##prec@20 3.525 1.6852938067984##rhr 1.12785544564 0.47664438029385##prec@20 3.559 1.6667323719486##rhr 1.14043660017 0.47225682495187##prec@20 3.57018 1.6573358848588##rhr 1.14528688654 0.47245910071789        909192############################################################93# case GEO fda only on trial hits. 9495##numitems = 9396##numhits = 3497##generate_random(numitems, numhits, 10)98##generate_random(numitems, numhits, 100)99##generate_random(numitems, numhits, 1000)100##generate_random(numitems, numhits, 10000)101##generate_random(numitems, numhits, 100000)102##prec@20 7.0 2.05480466766103##rhr 1.79192706601 0.64511092716104##prec@20 7.36 2.11067512776105##rhr 1.80169872725 0.614814438733106##prec@20 7.242 1.9227930552107##rhr 1.86860297075 0.555623178387108##prec@20 7.3304 1.92992442879109##rhr 1.87730335108 0.564996944796110##prec@20 7.3137 1.91783969379111##rhr 1.87087800565 0.564257362883112        113114##############################################################115# case DM  on trial hits.. (no fda filter)116117##numitems = 656118##numhits =  69119##generate_random(numitems, numhits, 10)120##generate_random(numitems, numhits, 100)121##generate_random(numitems, numhits, 1000)122##generate_random(numitems, numhits, 10000)123##generate_random(numitems, numhits, 100000)124##prec@20 2.1 0.994428926012125##rhr 0.706517567467 0.313608736532126##prec@20 2.11 1.27044889863127##rhr 0.691005548692 0.3022607442128##prec@20 2.035 1.31358307712129##rhr 0.724635286223 0.357933994271130##prec@20 2.0925 1.33226170182131##rhr 0.742925556625 0.382723943814132##prec@20 2.10819 1.35072690376133##rhr 0.743608442853 0.384046274893134135136############################################################137# case GEO  on trial hits. (no fda filter)138139##numitems = 132140##numhits =  37141##generate_random(numitems, numhits, 10)142##generate_random(numitems, numhits, 100)143##generate_random(numitems, numhits, 1000)144##generate_random(numitems, numhits, 10000)145##generate_random(numitems, numhits, 100000)146##prec@20 5.5 1.26929551764147##rhr 1.61511906679 0.45519217353148##prec@20 5.58 1.93416909835149##rhr 1.57391686805 0.633793678691150##prec@20 5.651 1.87902361074151##rhr 1.53937895087 0.534620787204152##prec@20 5.5994 1.8691894037153##rhr 1.53530581548 0.540766870266154##prec@20 5.6023 1.85910980657155##rhr 1.53101455976 0.536447067514156157# asthma 158159##############################################################160# case DM fda only on asthma hits..161162##numitems = 342163##numhits =  9164##generate_random(numitems, numhits, 10)165##generate_random(numitems, numhits, 100)166##generate_random(numitems, numhits, 1000)167##generate_random(numitems, numhits, 10000)168##generate_random(numitems, numhits, 100000)169##prec@20 0.3 0.48304589154170##rhr 0.11806226457 0.0794367762824171##prec@20 0.46 0.657820091459172##rhr 0.154034408115 0.171687045576173##prec@20 0.545 0.715882313993174##rhr 0.173670473466 0.205219772099175##prec@20 0.5298 0.699257360409176##rhr 0.169643649548 0.199459070663177##prec@20 0.52482 0.694657320618178##rhr 0.168725060714 0.197802656772179180##############################################################181# case GEO  fda only on asthma hits..182183##numitems = 93184##numhits =  2185##generate_random(numitems, numhits, 10)186##generate_random(numitems, numhits, 100)187##generate_random(numitems, numhits, 1000)188##generate_random(numitems, numhits, 10000)189##generate_random(numitems, numhits, 100000)190##prec@20 0.6 0.516397779494191##rhr 0.0790095028624 0.037479291557192##prec@20 0.36 0.522619663935193##rhr 0.0845312666096 0.12162022832194##prec@20 0.414 0.557597448806195##rhr 0.114346616367 0.183056507602196##prec@20 0.428 0.579525310024197##rhr 0.112523990784 0.175579793498198##prec@20 0.42998 0.57770281028199##rhr 0.110351057967 0.170627142831200201202##############################################################203# case DM  on asthma hits.. (no fda filter)204205##numitems = 656206##numhits =  10207##generate_random(numitems, numhits, 10)208##generate_random(numitems, numhits, 100)209##generate_random(numitems, numhits, 1000)210##generate_random(numitems, numhits, 10000)211##generate_random(numitems, numhits, 100000)212##prec@20 0.5 0.707106781187213##rhr 0.0922745327348 0.0688734756748214##prec@20 0.37 0.562372319965215##rhr 0.119496482548 0.165175291779216##prec@20 0.309 0.534607149975217##rhr 0.111392097911 0.170934647783218##prec@20 0.3102 0.545715805685219##rhr 0.109629441286 0.158338364563220##prec@20 0.30184 0.535290089349221##rhr 0.106954456732 0.151417897917222223224############################################################225# case GEO  on asthma hits. (no fda filter)226227##numitems = 132228##numhits = 3229##generate_random(numitems, numhits, 10)230##generate_random(numitems, numhits, 100)231##generate_random(numitems, numhits, 1000)232##generate_random(numitems, numhits, 10000)233##generate_random(numitems, numhits, 100000)234##prec@20 0.4 0.69920589878235##rhr 0.17763354454 0.30437725775236##prec@20 0.59 0.604611904907237##rhr 0.150901642688 0.175209112145238##prec@20 0.436 0.623131039423239##rhr 0.112823909304 0.151751524472240##prec@20 0.4631 0.622155203876241##rhr 0.127512769846 0.182180222948242##prec@20 0.45519 0.614911249741243##rhr 0.124012302504 0.177268442271244245# arthritis246247#####################################################################248# case DM fda only arthritis249250##numitems = 342251##numhits = 23252##generate_random(numitems, numhits, 10)253##generate_random(numitems, numhits, 100)254##generate_random(numitems, numhits, 1000)255##generate_random(numitems, numhits, 10000)256##generate_random(numitems, numhits, 100000)257##prec@20 1.6 0.69920589878258##rhr 0.485224255835 0.314086846202259##prec@20 1.2 1.03474976236260##rhr 0.402065262786 0.279967080262261##prec@20 1.293 1.05558763978262##rhr 0.41470740302 0.295246064028263##prec@20 1.3318 1.07713730902264##rhr 0.430376301354 0.308133860634265##prec@20 1.33843 1.08454916789266##rhr 0.429644950915 0.309432954012267268#####################################################################269# case GEO fda only arthritis270271##numitems = 93272##numhits = 8273##generate_random(numitems, numhits, 10)274##generate_random(numitems, numhits, 100)275##generate_random(numitems, numhits, 1000)276##generate_random(numitems, numhits, 10000)277##generate_random(numitems, numhits, 100000)278##prec@20 1.6 0.516397779494279##rhr 0.42610509242 0.284794186757280##prec@20 1.87 1.0115993937281##rhr 0.454620640257 0.330577224107282##prec@20 1.774 1.1181118791283##rhr 0.447502965639 0.33944231556284##prec@20 1.7133 1.11500109092285##rhr 0.435826078821 0.328317812284286##prec@20 1.71593 1.11549391678287##rhr 0.438688268274 0.327282810166288289290#####################################################################291# case DM  arthritis (no fda filter)292293##numitems = 656294##numhits =  25295##generate_random(numitems, numhits, 10)296##generate_random(numitems, numhits, 100)297##generate_random(numitems, numhits, 1000)298##generate_random(numitems, numhits, 10000)299##generate_random(numitems, numhits, 100000)300##prec@20 0.7 0.948683298051301##rhr 0.237353601876 0.22105525522302##prec@20 0.77 0.827006284099303##rhr 0.275375738483 0.254319570076304##prec@20 0.774 0.805961272999305##rhr 0.265240624397 0.226567540442306##prec@20 0.7676 0.843481704685307##rhr 0.27255902649 0.244569591144308##prec@20 0.76206 0.844435721128309##rhr 0.269374266876 0.240117293991310311#####################################################################312# case GEO  arthritis (no fda filter)313314##numitems = 132315##numhits =  11316##generate_random(numitems, numhits, 10)317##generate_random(numitems, numhits, 100)318##generate_random(numitems, numhits, 1000)319##generate_random(numitems, numhits, 10000)320##generate_random(numitems, numhits, 100000)321##prec@20 1.6 1.17378779078322##rhr 0.404174860214 0.220273679881323##prec@20 1.66 1.19949484317324##rhr 0.481294007073 0.352708913333325##prec@20 1.686 1.14136177731326##rhr 0.463752322259 0.342853500635327##prec@20 1.6816 1.15401673101328##rhr 0.45918399323 0.333994964242329##prec@20 1.6722 1.14696133989330##rhr 0.458240846649 0.332427923241331332###############################################333# crc 334335#####################################################################336# case DM fda only crc337338##numitems = 342339##numhits = 9340##generate_random(numitems, numhits, 10)341##generate_random(numitems, numhits, 100)342##generate_random(numitems, numhits, 1000)343##generate_random(numitems, numhits, 10000)344##generate_random(numitems, numhits, 100000)345##prec@20 0.6 0.843274042712346##rhr 0.140679782145 0.112610555519347##prec@20 0.49 0.717670192394348##rhr 0.182247126585 0.227071448567349##prec@20 0.561 0.711888885842350##rhr 0.17184947717 0.206225775059351##prec@20 0.5226 0.698095963172352##rhr 0.167088534796 0.196050754021353##prec@20 0.52502 0.693670535188354##rhr 0.169110445712 0.199603661942355356357#####################################################################358# case GEO fda only crc359360##numitems = 93361##numhits =  8362##generate_random(numitems, numhits, 10)363##generate_random(numitems, numhits, 100)364##generate_random(numitems, numhits, 1000)365##generate_random(numitems, numhits, 10000)366##generate_random(numitems, numhits, 100000)367##prec@20 1.2 0.918936583473368##rhr 0.356858824307 0.320774000312369##prec@20 1.67 1.05461946797370##rhr 0.441767838998 0.319029871337371##prec@20 1.708 1.11623563013372##rhr 0.451550411606 0.3343683795373##prec@20 1.7346 1.1190567764374##rhr 0.444057613519 0.331956184116375##prec@20 1.72191 1.11899440275376##rhr 0.439699967869 0.327125966597377378#####################################################################379# case DM  crc (no fda filter)380381##numitems = 656382##numhits = 11383##generate_random(numitems, numhits, 10)384##generate_random(numitems, numhits, 100)385##generate_random(numitems, numhits, 1000)386##generate_random(numitems, numhits, 10000)387##generate_random(numitems, numhits, 100000)388##prec@20 0.2 0.421637021356389##rhr 0.0711351970602 0.0326635969053390##prec@20 0.45 0.672324476737391##rhr 0.148002722625 0.197879104019392##prec@20 0.321 0.544293354043393##rhr 0.118119106469 0.166552635579394##prec@20 0.3373 0.56529697157395##rhr 0.117078690637 0.15460654274396##prec@20 0.33447 0.565970867033397##rhr 0.11854994899 0.161313115955398399#####################################################################400# case GEO  crc (no fda filter)401402##numitems = 132403##numhits =  12404##generate_random(numitems, numhits, 10)405##generate_random(numitems, numhits, 100)406##generate_random(numitems, numhits, 1000)407##generate_random(numitems, numhits, 10000)408##generate_random(numitems, numhits, 100000)409##prec@20 1.9 0.994428926012410##rhr 0.443392186929 0.145277471728411##prec@20 1.83 1.20650593271412##rhr 0.502406062424 0.348561679095413##prec@20 1.824 1.18085495232414##rhr 0.48207117677 0.319371002086415##prec@20 1.8319 1.20224245836416##rhr 0.500373122108 0.346726349304417##prec@20 1.81455 1.18442911406418##rhr 0.495042925474 0.34140177612419##420421422#####################################################################423#prc424425#####################################################################426# case DM fda only prc427428##numitems = 342429##numhits = 10430##generate_random(numitems, numhits, 10)431##generate_random(numitems, numhits, 100)432##generate_random(numitems, numhits, 1000)433##generate_random(numitems, numhits, 10000)434##generate_random(numitems, numhits, 100000)435##prec@20 0.5 0.971825315808436##rhr 0.164113510796 0.183304147806437##prec@20 0.6 0.724743075339438##rhr 0.155991010603 0.134185743856439##prec@20 0.602 0.739014304423440##rhr 0.186090234777 0.20247038507441##prec@20 0.5887 0.736197329967442##rhr 0.187440853418 0.20594940048443##prec@20 0.58572 0.732255039979444##rhr 0.186890171482 0.206456885716445446#####################################################################447# case GEO fda only prc448449450##numitems = 93451##numhits =  8452##generate_random(numitems, numhits, 10)453##generate_random(numitems, numhits, 100)454##generate_random(numitems, numhits, 1000)455##generate_random(numitems, numhits, 10000)456##generate_random(numitems, numhits, 100000)457##prec@20 2.0 1.05409255339458##rhr 0.35954660121 0.177622437623459##prec@20 1.71 1.10366698242460##rhr 0.440976540855 0.324429648593461##prec@20 1.747 1.10100100055462##rhr 0.442730095489 0.32060759937463##prec@20 1.7249 1.11074000753464##rhr 0.436884682992 0.322837320927465##prec@20 1.70977 1.11533357646466##rhr 0.438704176274 0.327820488953467468469470471#####################################################################472# case DM  prc (no fda filter)473474##numitems = 656475##numhits = 15476##generate_random(numitems, numhits, 10)477##generate_random(numitems, numhits, 100)478##generate_random(numitems, numhits, 1000)479##generate_random(numitems, numhits, 10000)480##generate_random(numitems, numhits, 100000)481##prec@20 0.5 0.527046276695482##rhr 0.169632037374 0.166618320561483##prec@20 0.47 0.658357306813484##rhr 0.179111511745 0.21790514358485##prec@20 0.472 0.644694991164486##rhr 0.17503578274 0.212836275406487##prec@20 0.4561 0.655069234181488##rhr 0.159512269555 0.182828937832489##prec@20 0.45579 0.657852417794490##rhr 0.16072074913 0.186156188972491492#####################################################################493# case GEO  prc (no fda filter)494495##numitems = 132496##numhits = 12497##generate_random(numitems, numhits, 10)498##generate_random(numitems, numhits, 100)499##generate_random(numitems, numhits, 1000)500##generate_random(numitems, numhits, 10000)501##generate_random(numitems, numhits, 100000)502##prec@20 2.2 1.39841179756503##rhr 0.580363372361 0.38682928086504##prec@20 1.77 1.1534314199505##rhr 0.51963710874 0.345550643595506##prec@20 1.721 1.19941552333507##rhr 0.491687795277 0.350101917053508##prec@20 1.8162 1.19019293223509##rhr 0.494996613778 0.340998378515510##prec@20 1.82026 1.18898598363511##rhr 0.4962109877 0.342314627115512513514515###############################################################516# cmap runs517518# covid19 no fda filter519520##numitems = 1290521##numhits = 77522##generate_random(numitems, numhits, 10)523##generate_random(numitems, numhits, 100)524##generate_random(numitems, numhits, 1000)525##generate_random(numitems, numhits, 10000)526##generate_random(numitems, numhits, 100000)527##prec@20 1.5 0.971825315808528##rhr 0.448930605319 0.278954555121529##prec@20 1.06 1.10846148724530##rhr 0.418528418175 0.249269040627531##prec@20 1.221 1.08042876967532##rhr 0.479800480111 0.320610091092533##prec@20 1.1912 1.04821392628534##rhr 0.459846975817 0.300371832386535##prec@20 1.18894 1.04938681549536##rhr 0.462224311689 0.299978171515537##538539540# asthma no fda filter541542##numitems = 1290543##numhits = 19544##generate_random(numitems, numhits, 10)545##generate_random(numitems, numhits, 100)546##generate_random(numitems, numhits, 1000)547##generate_random(numitems, numhits, 10000)548##generate_random(numitems, numhits, 100000)549##prec@20 0.3 0.48304589154550##rhr 0.0845230315895 0.0350920862742551##prec@20 0.27 0.54781475893552##rhr 0.123674759481 0.183241917768553##prec@20 0.295 0.527497159474554##rhr 0.114581531191 0.153456465072555##prec@20 0.2945 0.538886620616556##rhr 0.115083579574 0.156052766574557##prec@20 0.29303 0.532114884741558##rhr 0.113896651501 0.151632856172559##560561# arthritis no fda filter562563##numitems = 1290564##numhits = 30565##generate_random(numitems, numhits, 10)566##generate_random(numitems, numhits, 100)567##generate_random(numitems, numhits, 1000)568##generate_random(numitems, numhits, 10000)569##generate_random(numitems, numhits, 100000)570##prec@20 0.3 0.48304589154571##rhr 0.127779102647 0.0948710476908572##prec@20 0.56 0.715202874376573##rhr 0.190841822465 0.204995926267574##prec@20 0.472 0.698357862205575##rhr 0.178752070557 0.186791201669576##prec@20 0.4777 0.685090975685577##rhr 0.18257380026 0.195226016646578##prec@20 0.46466 0.667229747805579##rhr 0.180111122099 0.190827428537580581#  crc  no fda filter582583##numitems = 1290584##numhits = 10585##generate_random(numitems, numhits, 10)586##generate_random(numitems, numhits, 100)587##generate_random(numitems, numhits, 1000)588##generate_random(numitems, numhits, 10000)589##generate_random(numitems, numhits, 100000)590##prec@20 0.1 0.316227766017591##rhr 0.128858529761 0.323258633695592##prec@20 0.11 0.314466037735593##rhr 0.0601627605322 0.118935834851594##prec@20 0.156 0.397267947136595##rhr 0.0566991400944 0.0861991537087596##prec@20 0.1595 0.396075040294597##rhr 0.0613305666875 0.114821934549598##prec@20 0.15494 0.388014306374599##rhr 0.0601391313419 0.11145779052600601#  prc  no fda filter602603##numitems = 1290604##numhits = 21605##generate_random(numitems, numhits, 10)606##generate_random(numitems, numhits, 100)607##generate_random(numitems, numhits, 1000)608##generate_random(numitems, numhits, 10000)609##generate_random(numitems, numhits, 100000)610##prec@20 0.8 0.918936583473611##rhr 0.171197244519 0.12839309911612##prec@20 0.35 0.57515917867613##rhr 0.109810334209 0.0825510833334614##prec@20 0.327 0.5571188216615##rhr 0.128456361866 0.168489784494616##prec@20 0.3305 0.566128784094617##rhr 0.128837205732 0.167193659123618##prec@20 0.32731 0.564908271415619##rhr 0.126152459045 0.160190347449620621622####################################################623# cmp runs with filter624# covid19625626##print "*********************************"627##628##numitems = 429629##numhits = 64630##generate_random(numitems, numhits, 10)631##generate_random(numitems, numhits, 100)632##generate_random(numitems, numhits, 1000)633##generate_random(numitems, numhits, 10000)634##generate_random(numitems, numhits, 100000)635##636###asthma637##print "*********************************"638##numitems = 429639##numhits = 9640##generate_random(numitems, numhits, 10)641##generate_random(numitems, numhits, 100)642##generate_random(numitems, numhits, 1000)643##generate_random(numitems, numhits, 10000)644##generate_random(numitems, numhits, 100000)645##646###arthritis647##print "*********************************"648##numitems = 429649##numhits = 26650##generate_random(numitems, numhits, 10)651##generate_random(numitems, numhits, 100)652##generate_random(numitems, numhits, 1000)653##generate_random(numitems, numhits, 10000)654##generate_random(numitems, numhits, 100000)655##656##657###crc658##print "*********************************"659##numitems = 429660##numhits = 7661##generate_random(numitems, numhits, 10)662##generate_random(numitems, numhits, 100)663##generate_random(numitems, numhits, 1000)664##generate_random(numitems, numhits, 10000)665##generate_random(numitems, numhits, 100000)666##667##668###prc669##print "*********************************"670##numitems = 429671##numhits = 16672##generate_random(numitems, numhits, 10)673##generate_random(numitems, numhits, 100)674##generate_random(numitems, numhits, 1000)675##generate_random(numitems, numhits, 10000)676##generate_random(numitems, numhits, 100000)
...

main.py

Source:main.py

...4from fastapi import FastAPI, HTTPException5from pydantic import BaseSettings6class Settings(BaseSettings):7    GENERATOR_TABLES_LOC = os.path.join(os.getcwd(), "lazy_dm_api", "data", "tables.json")8def generate_random(base: str, subtype: str):9    return GENERATORS[base][subtype][randint(0, len(GENERATORS[base][subtype]) - 1)]10__version__ = "1.3"11app = FastAPI()12s = Settings()13with open(s.GENERATOR_TABLES_LOC, "r") as f:14    GENERATORS = loads(f.read())15@app.get("/")16async def root():17    return {"message": f"Please see /docs for valid endpoints to use. Lazy DM API {__version__}"}18@app.get("/v1/names")19async def get_names():20    return {21        "given": generate_random("names", "given"),22        "surname": generate_random("names", "surname"),23    }24@app.get("/v1/names/{kind}")25async def get_name(kind: str):26    types = ("given", "surname")27    if kind in types:28        return {kind: generate_random("names", kind)}29    else:30        raise HTTPException(status_code=404, detail=f"Name type not found. Valid types are {', '.join(types)}.")31@app.get("/v1/traps")32async def get_traps():33    return {34        "type": generate_random("traps", "type"),35        "flavor": generate_random("traps", "flavor"),36        "trigger": generate_random("traps", "trigger"),37    }38@app.get("/v1/traps/{kind}")39async def get_trap(kind: str):40    types = ("type", "flavor", "trigger")41    if kind in types:42        return {kind: generate_random("traps", kind)}43    else:44        raise HTTPException(status_code=404, detail=f"Trap type not found. Valid types are {', '.join(types)}.")45@app.get("/v1/monuments")46async def get_monuments():47    return {48        "condition": generate_random("monuments", "condition"),49        "origin": generate_random("monuments", "origin"),50        "type": generate_random("monuments", "type"),51        "effect": generate_random("monuments", "effect"),52    }53@app.get("/v1/monuments/{kind}")54async def get_monument(kind: str):55    types = ("condition", "origin", "type", "effect")56    if kind in types:57        return {kind: generate_random("monuments", kind)}58    else:59        raise HTTPException(status_code=404, detail=f"Monument type not found. Valid types are {', '.join(types)}.")60@app.get("/v1/events")61async def get_events():62    return {63        "mundane": generate_random("events", "mundane"),64        "weather": generate_random("events", "weather"),65        "sentiment": generate_random("events", "sentiment"),66        "fantastic": generate_random("events", "fantastic"),67    }68@app.get("/v1/events/{kind}")69async def get_event(kind: str):70    types = ("mundane", "weather", "sentiment", "fantastic")71    if kind in types:72        return {kind: generate_random("events", kind)}73    else:74        raise HTTPException(status_code=404, detail=f"Event type not found. Valid types are {', '.join(types)}.")75@app.get("/v1/items")76async def get_items():77    return {78        "origin": generate_random("items", "origin"),79        "condition": generate_random("items", "condition"),80        "weapon": generate_random("items", "weapon"),81        "armor": generate_random("items", "armor"),82        "healing": generate_random("items", "healing"),83        "mundane": generate_random("items", "mundane"),84        "spellEffect": generate_random("items", "spellEffect"),85    }86@app.get("/v1/items/{kind}")87async def get_item(kind: str):88    types = ("origin", "condition", "weapon", "armor", "healing", "mundane", "spellEffect")89    if kind in types:90        return {kind: generate_random("items", kind)}91    else:...

test.py

Source:test.py

...8        raise ImportError("The function 'generate_random' should exist on app.py")9@pytest.mark.it("The function 'generate_random' should return random number between 0 and 9")10def test_for_return():11    from app import generate_random12    result = generate_random()13    assert result is not None14    for x in range(0,100):15        result = generate_random()16        assert result <= 9 and result >= 0 17@pytest.mark.it("The function should also print the random number between 0 and 9")18def test_for_file_output(capsys):19    from app import generate_random20    result = generate_random()21    captured = capsys.readouterr()...

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