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def get _ field _ type ( self ) : return " basic : url : { } ". format ( self. url _ type )
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def _ _ region _ r _ update _ ui ( self ) : if self. _ _ ui _ update : for output in self. selected _ outputs : output. ui. region _ r = self. _ _ render _ region _ r _ spin _ box. value ( )
[ -0.4691055715084076, -1.192839503288269, 0.30637896060943604, -0.2445225566625595, -0.48333826661109924, -0.553350031375885, 0.8953094482421875, -0.3459680676460266, 0.3020954132080078, -0.17759551107883453, 0.055119868367910385, 0.2209748923778534, -0.8488991260528564, 0.8368319869041443,...
def gettimewidgets ( self, page, type ) : if type = = " ampm " : data = self. getcurrentampm ( ) else : data = getattr ( self. partytime, type ) if data = = 0 and type = = " minute " : data = " 00 " else : if type = = " hour " : data = data % 12 if data = = 0 : data = 12 data = " % d " % data label = directlabel ( pare...
[ -0.4996922016143799, -1.1081691980361938, 0.8617698550224304, -0.8190678358078003, -0.6971271634101868, 0.28465256094932556, -0.5164095163345337, 0.09991978853940964, 0.08290116488933563, 0.9282317161560059, 0.03765144571661949, -0.3794333338737488, -0.008403847925364971, 1.526011943817138...
def test _ available _ languages _ required _ for _ create ( self, mock _ sync ) : self. data. pop ('available _ languages') form = self. form _ class ( data = self. data, instance = none ) self. assertfalse ( form. is _ valid ( ) ) self. assertequal ( form. errors. keys ( ), ['available _ languages'] ) self. assertequ...
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def test _ packages ( self ) : self. asserttrue ( self. check _ package _ output ( " ruby - - version ", " ruby 2. 7. " ) ) self. asserttrue ( self. is _ package _ present ( " bundler " ) ) self. asserttrue ( self. is _ package _ present ( " gem " ) )
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async def download _ deviation ( self, deviation, full _ path ) : if not type ( deviation ) is deviation : raise daexplorerexception ( " argument'deviation'must be type deviation. " ) try : url _ targ = " " if deviation. is _ downloadable : deviation _ raw = self. _ download _ deviation ( deviation. deviationid ) url _...
[ -0.2305685579776764, -0.11185742169618607, 0.8719431757926941, 0.3261774778366089, -0.8919985294342041, -0.3900122046470642, 0.4474242627620697, -0.07052024453878403, 1.0380113124847412, -0.47689053416252136, 0.4377439618110657, -0.13825030624866486, 0.2483281046152115, 0.07411707937717438...
def get _ confidence ( model, likelihood, x, y ) : with gpytorch. settings. fast _ pred _ var ( ) : f _ preds = likelihood ( model ( x ) ) mu = f _ preds. mean sigma _ sq = f _ preds. variance sigma _ sq = torch. sqrt ( sigma _ sq ) res _ normed = ( y - mu ) / sigma _ sq res _ normed = res _ normed. cpu ( ). detach ( )...
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def test _ desire _ months ( ) : # define values on parameters choice _ month _ start1 = 2 choice _ month _ end1 = 10 choice _ month _ start2 = 2 choice _ month _ end2 = 2 # define the output for assert comparsion output1 = 1911 output2 = 196 df1 = weather _ anaylsis. desire _ months ( choice _ month _ start1, choice _...
[ 0.5245101451873779, -0.11883419752120972, 0.7037424445152283, 0.17399847507476807, 0.5554146766662598, 0.45234718918800354, 0.16745081543922424, -0.20875191688537598, -0.9695762991905212, -0.8443396687507629, -0.2726304531097412, 0.5294579863548279, -0.34722986817359924, 0.1316769272089004...
def add _ from _ stack ( self, y _ st = 0, x _ st = 0, y _ pos = none, x _ pos = none, mode = true, spacing = 10 ) : if not self. note _ stack. exists ( ) : return false popped = self. note _ stack. pop ( ) if isinstance ( popped, ( list, tuple ) ) : popped = tuple ( popped ) + ( none, none, none ) index, note1, note2,...
[ -0.5870354771614075, 0.2528935372829437, 1.1249676942825317, -0.44591888785362244, 0.12370810657739639, 0.618374764919281, 0.00833054631948471, -0.6872760653495789, 0.2637045681476593, 1.0853179693222046, -1.0726099014282227, 0.12295085191726685, -0.014739101752638817, -0.5197587013244629,...
def get _ input _ shape _ and _ dtype ( layer ) : def _ is _ graph _ model ( layer ) : return ( ( hasattr ( layer,'_ is _ graph _ network') and layer. _ is _ graph _ network ) or layer. _ _ class _ _. _ _ name _ _ = ='sequential') # in case of nested models : recover the first layer # of the deepest model to infer inpu...
[ -0.3928685188293457, -0.24890796840190887, 0.6734002828598022, 0.13035832345485687, 0.06053152307868004, -0.05340882018208504, 1.1363426446914673, -0.23884008824825287, -0.2969813942909241, -0.45742401480674744, -1.04506516456604, 0.8949238061904907, -0.13169053196907043, 0.779946804046630...
def _ _ set _ progressive ( self, value ) : self. ipr. setpreview ( value )
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def eigen ( x ) : raise notimplementederror
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def findconfig ( ) : configpath = os. path. dirname ( _ _ file _ _ ) + os. path. sep + ".. " + os. path. sep + " configs " + os. path. sep home = str ( path. home ( ) ) + os. path. sep defaultconfig = " doof. yml " robotconfigfile = home + " robotconfig " if not os. path. isfile ( robotconfigfile ) : log. error ( " cou...
[ 0.262580007314682, -0.646268367767334, 0.82811039686203, 0.33612799644470215, 0.6320169568061829, -0.2902970016002655, 0.6111365556716919, 0.17815664410591125, -0.7228196859359741, 0.6079696416854858, -0.11393243074417114, -0.6099940538406372, -0.12017683684825897, 1.5378228425979614, 0....
def _ get _ all _ flows ( self ) : flows = dict ( ) r = requests. get ( urljoin ( self. _ ofctl _ url,'/ stats / switches') ) dps = r. json ( ) for dp in dps : r = requests. get ( urljoin ( self. _ ofctl _ url,'/ stats / flow / { } '. format ( dp ) ) ) return flows
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def loop _ over _ gff ( directory ) : files = glob. glob ( directory +'*. gff') gffhash = { } for f in files : tmp = process _ gff _ file ( f ) gffhash [ tmp ['genome'] ] = tmp return ( gffhash )
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def distance _ expected _ value ( self, another ) : return mpmath. absmax ( self. expected _ value ( ) - another. expected _ value ( ) )
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def get _ normalized _ probs _ cif ( self, net _ output, log _ probs ) : logits = self. get _ logits _ cif ( net _ output ) if log _ probs : return utils. log _ softmax ( logits. float ( ), dim = - 1 ) else : return utils. softmax ( logits. float ( ), dim = - 1 )
[ 1.5003058910369873, -0.6516724228858948, 0.36413702368736267, 0.5134420990943909, -0.19096845388412476, -0.7902089953422546, -0.11526814848184586, 0.4989030957221985, -0.07603642344474792, 0.4102756083011627, 0.5845562219619751, -0.09034765511751175, -1.190989375114441, -1.1423389911651611...
def _ grow _ tree ( self, tree _ node, * * kwargs ) : # skip this if not a root or if already grown if self. is _ grown ( tree _ node ) : return self. _ setup _ tree ( tree _ node, * * kwargs ) nhalos = tree _ node. uids. size nodes = np. empty ( nhalos, dtype = np. object ) nodes [ 0 ] = tree _ node for i in range ( 1...
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def items ( self ) : return [ self. browser. text ( el ) for el in self. browser. elements ( self. items _ locator, parent = self ) ]
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def addtile ( self, tile, row ) : assert 5 > row > = 0, " row must be from 0 - 4 " assert none in self. placements [ row ], " there must be an empty spot for the tile to be placed! " # if there are some other tiles in the row : empty = true for t in self. placements [ row ] : if t! = none : empty = false if empty : sel...
[ -0.22716398537158966, 0.35701432824134827, 0.49953213334083557, -0.9799208641052246, 0.40692338347435, 0.656380295753479, 0.5859863758087158, 0.22677499055862427, 0.35281506180763245, -0.12226272374391556, 0.3937297761440277, -0.3914510905742645, -0.7638561129570007, 0.04622410610318184, ...
def test _ cancel _ direct _ paid _ cl _ creates _ transfer _ block ( self ) : event = baker. make _ recipe ('booking. future _ pc ', cost = 10, max _ participants = 3 ) booking = baker. make _ recipe ('booking. booking ', user = self. user, event = event, paid = true, payment _ confirmed = true ) self. assertfalse ( b...
[ 0.600723385810852, 0.49902379512786865, 0.6353296637535095, 0.8934445977210999, -0.42000290751457214, 1.9440665245056152, 0.1922646313905716, 0.0018330663442611694, -0.48221540451049805, -0.5322076678276062, -0.34312430024147034, -0.03429470956325531, 0.3578519821166992, 0.4872866570949554...
def test _ stat _ osx _ 10 _ 14 _ 6 ( self ) : self. assertequal ( jc. parsers. stat. parse ( self. osx _ 10 _ 14 _ 6 _ stat, quiet = true ), self. osx _ 10 _ 14 _ 6 _ stat _ json )
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def temps ( start ) : session = session ( engine ) results = session. query ( measurement. date, func. min ( measurement. tobs ), func. avg ( measurement. tobs ), func. max ( measurement. tobs ) ). filter ( measurement. date > start ). group _ by ( measurement. date ). all ( ) # create a dictionary from the row data an...
[ -0.9157955050468445, -0.04620053246617317, 0.7173859477043152, -0.47132837772369385, -0.6769136190414429, -0.150778666138649, -0.41658660769462585, -0.13100214302539825, -0.5763126611709595, 1.1474754810333252, -0.2768530249595642, -0.34839552640914917, 1.189201831817627, 0.864535748958587...
def _ check _ if _ every _ in _ array _ is _ not _ empty ( writer, parameters ) : # first, get a list of array in parameters : array _ in _ params = [ param. name for param in parameters if param. is _ array and param. is _ in ] # then, for every such parameter, add a checking procedure to the wrapper : if array _ in _...
[ -0.7053552865982056, -0.7840071320533752, 0.675761878490448, 0.147866889834404, 0.9019654989242554, -0.07626894116401672, -0.29651933908462524, 0.3056195378303528, -0.539577841758728, 1.0777801275253296, 0.19487428665161133, 0.8001480102539062, 0.03071446716785431, 0.9196631908416748, -1...
def test _ 506 _ kruskal _ matched _ at _ min _ size ( self ) : np. random. seed ( 987654321 ) x _ parms = [ 1. 7 ] x _ input _ array = st. weibull _ min. rvs ( * x _ parms, size = 2 ) y _ input _ array = st. weibull _ min. rvs ( * x _ parms, size = 2 ) z _ input _ array = st. weibull _ min. rvs ( * x _ parms, size = 2...
[ 0.3587723970413208, -0.2585105895996094, 0.5242922902107239, -0.5934074521064758, -0.8151747584342957, 0.36903828382492065, 0.4109307527542114, -0.798011839389801, -0.00877345260232687, -0.041561760008335114, -0.28990840911865234, 0.07434245944023132, -0.6484102606773376, 1.087025046348571...
def data ( self, key = none ) : # add expected values to data parent _ data = super ( expectedvaluesmixin, self ). data ( key = key ) if key is none : return self. _ add _ expected _ value _ global ( parent _ data ) elif key = = - 1 : global _ data = self. _ add _ expected _ value _ global ( parent _ data ) specific = ...
[ -0.37046799063682556, -0.19876904785633087, 0.7194854021072388, -1.0289896726608276, -0.32715266942977905, 0.5736063122749329, 0.08279533684253693, 1.4788800477981567, -0.08286569267511368, -0.28726664185523987, 0.3958223760128021, 0.43748122453689575, -0.28980275988578796, 0.9904887676239...
def url ( self ) : return self. _ _ relative _ url
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def get _ all _ groups ( self ) : return { group : {'name': group. objectname ( ). replace ('_ group ','' ) } for group in self. children ( ) if type ( group ) = = qtwidgets. qbuttongroup }
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def _ _ init _ _ ( self, score = none, team _ keys = none, surrogate _ team _ keys = none, dq _ team _ keys = none ) : # noqa : e501 # noqa : e501 self. _ score = none self. _ team _ keys = none self. _ surrogate _ team _ keys = none self. _ dq _ team _ keys = none self. discriminator = none self. score = score self. t...
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def align ( inp, ref, xfm = none, out = none, dof = 12, searchrad = true, bins = 256, interp = none, cost = " mutualinfo ", sch = none, wmseg = none, init = none, finesearch = none, ) : cmd = f " flirt - in { inp } - ref { ref } " if xfm is not none : cmd + = f " - omat { xfm } " if out is not none : cmd + = f " - out ...
[ 0.057151153683662415, -0.1699078232049942, 0.9514296054840088, -0.02599908784031868, -0.32026463747024536, 0.1759868860244751, 0.14603084325790405, 0.16520097851753235, -0.06614983081817627, -0.29823216795921326, 0.19656875729560852, 0.5490822196006775, -0.4898074269294739, 0.6138862967491...
def wait _ for _ connection ( self ) : try : self. connection, self. client _ address = self. sock. accept ( ) self. _ handshake ( ) except exception as e : raise udsexception ( str ( e ) )
[ -0.0479571558535099, 0.523257315158844, 0.45866698026657104, -0.5111865401268005, 0.1342272311449051, 0.07011986523866653, -0.20232656598091125, 0.49016472697257996, -0.813677966594696, -1.1255648136138916, 0.49089229106903076, -0.25542548298835754, 0.28061527013778687, -0.6136406660079956...
def translate _ version _ str2int ( version _ str ) : import math parts = version _ str. split ( '.') i, v, l = 0, 0, len ( parts ) if not l : return v while i < 3 : try : v + = int ( parts [ i ] ) * int ( math. pow ( 10, ( 2 - i ) * 2 ) ) l - = 1 i + = 1 except valueerror : return v if not l : return v return v try : ...
[ 0.2741570472717285, -0.48907750844955444, 0.590526282787323, 0.021969590336084366, -0.5165322422981262, -0.6033617258071899, 0.43416091799736023, 0.26890110969543457, 0.35298559069633484, 0.3846661150455475, -0.405877023935318, -0.2437768280506134, -0.5011296272277832, -1.099570631980896, ...
def kl _ divergence _ ( self, val ) : raise attributeerror ( \ " attribute'kl _ divergence _'of tsne is not writable " )
[ 0.716886043548584, 0.4053424298763275, 0.38113677501678467, 0.494907021522522, -0.2823944389820099, 1.1217836141586304, 0.4302001893520355, 0.8149063587188721, -0.04380154237151146, -0.16116835176944733, -0.17844216525554657, -1.0616904497146606, 1.0268192291259766, 0.6827523112297058, -...
def test _ wd _ mix _ args _ kwargs ( self ) : r = rectangle ( 1, 1, 0, 0, 1 ) r. update ( 2, 2, 2, 2, 2, width = 3, height = 3, x = 3, y = 3, id = 3 ) self. assertequal ( str ( r ), " [ rectangle ] ( 2 ) 2 / 2 - 2 / 2 " )
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def getadjustedringexposuretimes ( inumtimes ) : andor _ solis. getadjustedringexposuretimes. restype = ctypes. c _ uint fptimes = ctypes. c _ float ( ) result = andor _ solis. getadjustedringexposuretimes ( ctypes. c _ int ( inumtimes ), ctypes. byref ( fptimes ) ) check _ status ( result ) return float ( fptimes. val...
[ -0.5752212405204773, -0.1910308450460434, 0.379287451505661, -0.5943114757537842, -0.16504646837711334, -0.5426541566848755, 0.6199904680252075, -0.6494383811950684, 0.6291074752807617, 1.0975618362426758, -0.1664372980594635, 0.07034221291542053, -0.7634122371673584, 0.9382704496383667, ...
def _ isrightcolor ( pixelcolor, hsvrange ) : c1, c2, c3 = pixelcolor hl1, hl2, hl3 = hsvrange [ 0 ] hh1, hh2, hh3 = hsvrange [ 1 ] return c1 > = hl1 and c1 < hh1 \ and c2 > = hl2 and c2 < hh2 \ and c3 > = hl3 and c3 < hh3
[ 0.04440933093428612, -0.028245817869901657, 1.0921112298965454, 0.4352279305458069, -0.11143205314874649, 0.6373446583747864, -0.9935944676399231, -0.8471320867538452, -0.5425822138786316, 0.06482629477977753, -0.18371672928333282, 0.03758738934993744, -1.1480910778045654, 0.44205543398857...
def wrap _ up ( initdir, mainworkdir, args ) : exit _ code = 0 # cleanup pilot workdir if created if initdir! = mainworkdir and args. cleanup : chdir ( initdir ) try : rmtree ( mainworkdir ) except exception as e : logging. warning ( " failed to remove % s : % s ", mainworkdir, e ) else : logging. info ( " removed % s ...
[ -0.08794202655553818, -0.17263951897621155, 1.0132064819335938, -0.7450660467147827, 0.13401727378368378, -0.14313842356204987, 0.4220631420612335, -0.2923002541065216, 0.1837502121925354, 0.6242614984512329, 0.8276341557502747, -0.3004002869129181, -0.2396019697189331, 0.3299500048160553,...
def get _ event _ exchange ( service _ name ) : exchange _ name = " { }. events ". format ( service _ name ) exchange = exchange ( exchange _ name, type ='topic ', durable = true, auto _ delete = true, delivery _ mode = persistent ) return exchange
[ 1.0792189836502075, -0.10146020352840424, 0.4364880323410034, -0.2556130290031433, -0.19869573414325714, 0.03338601440191269, -0.629299521446228, 0.1917150765657425, 0.6480905413627625, 0.006412988528609276, 0.5576316118240356, 0.4637894332408905, -0.36851194500923157, -0.42961254715919495...
def make _ dir ( self, path, permission ) : pass
[ -0.3741450607776642, 0.2085210382938385, 0.2910303473472595, 0.8767433762550354, -0.5808074474334717, 0.7637442946434021, 0.595032811164856, 0.11511063575744629, -0.186363086104393, -1.0779974460601807, 0.6543269753456116, 0.10191686451435089, 0.07123848795890808, -1.4236737489700317, 0....
def set _ write _ ready ( fileobj, loop ) : loop. call _ soon _ threadsafe ( _ set _ event _ ready, fileobj, loop, selectors. event _ write )
[ -0.5572421550750732, -0.746760904788971, 0.4340212047100067, 0.11301352828741074, 0.7070980072021484, -0.3714939057826996, 0.9008991122245789, -0.33698102831840515, -0.7923217415809631, 0.26688435673713684, -0.8007861971855164, 0.17678390443325043, 0.1217065304517746, 0.44169971346855164, ...
def get _ all _ teams ( self ) : # send request url = self. base _ url + " / league / " + str ( self. game ) + ". l. " + str ( self. league ) + " / teams / " response = self. get ( url, format ='xml') return et. fromstring ( response ) \. find ('yahoo : league ', self. _ ns ) \. find ('yahoo : teams ', self. _ ns )
[ 0.38498610258102417, -0.15558071434497833, 0.651909589767456, 0.07150919735431671, 0.39474397897720337, -0.25051602721214294, -1.69907808303833, -0.346127986907959, 0.7356904745101929, -0.8061017394065857, 0.20382846891880035, 0.6089311242103577, 0.3637691140174866, 0.272586852312088, 0....
async def get _ stages ( tournament _ id : int, tournament : tournament = depends ( visible _ tournament ), ) : if not tournament : raise httpexception ( status _ code = status. http _ 404 _ not _ found, detail = f'no tournament found with id { tournament _ id } ', ) else : return tournament. stages
[ -0.7266854643821716, 0.024086423218250275, 0.5951275825500488, 0.11503788083791733, 0.3466644287109375, -0.2052769809961319, -0.7093834280967712, -0.5205330848693848, -0.005813872907310724, 1.0151619911193848, -0.09837672114372253, -0.10724074393510818, 0.587615966796875, 0.217258870601654...
def _ calc _ total _ dict _ amt ( cls, * charges ) : amt = 0. 0 for charge in charges : amt + = charge ['amt'] return helper. round _ off ( amt )
[ 0.45062127709388733, -0.5084705948829651, 0.6225268244743347, -1.1622289419174194, -0.4316512644290924, -0.17573173344135284, -0.2097788006067276, 0.2857648432254791, 0.03842013329267502, 0.9370353817939758, 0.11226411908864975, -1.0370656251907349, 0.4943401515483856, 0.300342321395874, ...
def showmenuitemxml ( rest _ id, menu _ id ) : menuitem = session. query ( menuitem ). filter _ by ( restaurant _ id = rest _ id, id = menu _ id ). one ( ) menuitem. price = sub ('\ $ ','', menuitem. price ) m = {'menu _ item': menuitem. serialize } return response ( xmlify ( m, wrap ='menuitem'), mimetype ='text / xml...
[ 0.14212985336780548, -0.5267251133918762, 0.41568100452423096, 0.9319241642951965, -1.1365151405334473, -0.276590496301651, -1.4337635040283203, 0.4427359104156494, -0.03069233149290085, -0.06782278418540955, 0.193848118185997, -0.03920164331793785, -1.0740708112716675, -0.1246487796306610...
def _ _ mode _ update _ ui ( self, value ) : self. _ _ output _ list _ box. set _ multi _ selection ( value ) self. _ _ cpu _ combo _ box. set _ enabled ( value ) self. _ _ ram _ combo _ box. set _ enabled ( value ) self. _ _ distribute _ combo _ box. set _ enabled ( value ) self. _ _ ipr _ update _ check _ box. set _ ...
[ -1.5594370365142822, -0.740754246711731, 0.8498312830924988, -0.05599149689078331, -0.6146769523620605, 0.14805276691913605, 0.8115005493164062, -0.11154906451702118, 0.24905432760715485, 0.40839865803718567, -0.548904538154602, -0.6360423564910889, -1.0540332794189453, 0.6768501996994019,...
def receive ( self ) : try : return self. codec. receive ( lambda : self. sock. recv ( self. buffer _ size ) ) except exception as e : raise udsexception ( str ( e ) )
[ -0.18543589115142822, 0.5038486123085022, 0.6486096382141113, -0.5994855761528015, -0.1271105259656906, 0.16640616953372955, -0.6881841421127319, -0.39158982038497925, -0.23844704031944275, -1.5188581943511963, -0.1487734466791153, 0.916884183883667, -0.3713264763355255, -0.463467538356781...
def generate _ new _ referal _ code ( self ) : def _ passcode ( ) : return str ( uuid. uuid4 ( ). hex ) [ 0 : 8 ] passcode = _ passcode ( ) while userprofile. objects. filter ( referral _ code = passcode ). exists ( ) : passcode = _ passcode ( ) return passcode
[ 0.09885204583406448, -0.2674974501132965, 0.5886496901512146, 0.015197799541056156, 0.029586749151349068, 0.20594388246536255, 0.11666916310787201, -0.14739596843719482, 0.21690009534358978, 0.7092880010604858, 0.21966049075126648, 0.1282181292772293, -0.6123359203338623, 0.429576456546783...
def _ input ( self ) - >'virtualproduct': return from _ validated _ recipe ( self ['input'] )
[ 0.36701685190200806, -0.3115081489086151, 0.04335051029920578, 0.5321231484413147, -0.7184120416641235, 0.9134452939033508, 0.021429654210805893, -0.1832159161567688, 1.3055483102798462, 0.3537602722644806, 0.1449412703514099, 0.3983331620693207, -0.017720278352499008, -1.273535966873169, ...
def months _ to _ years ( n _ months, df, rounding = false ) : if rounding : df [ " tenure _ years " ] = np. round ( n _ months / 12 ) return df else : df [ " tenure _ years " ] = n _ months / / 12 return df
[ 0.5156667232513428, 0.40886276960372925, 0.535458505153656, -0.7714575529098511, 0.31678876280784607, 0.3351346254348755, -0.5792005062103271, 0.049696046859025955, -0.3885860741138458, 0.6038787364959717, 0.5730926990509033, 0.34639012813568115, 0.0917636975646019, 0.08097433298826218, ...
def z _ score ( data _ df, window = 14 ) : if window > data _ df. shape [ 0 ] : print ('window too small') return np. nan data _ sub _ df = data _ df. iloc [ - window : ] close = data _ sub _ df ['close'] if close. std ( ) = = 0 : print ( close ) return ( close [ - 1 ] - close. mean ( ) ) / close. std ( )
[ -0.4565480649471283, 0.3551231026649475, 0.7259162664413452, 0.37037473917007446, -0.5533755421638489, 0.4233996868133545, 1.2442622184753418, -0.7699722647666931, -0.031168052926659584, 0.33976638317108154, 1.0002284049987793, 1.2178856134414673, -0.7952207922935486, 0.027150079607963562,...
def make _ projection _ matrix ( x ) : return np. eye ( x. shape [ 0 ] ) - np. einsum ('ij, jk ', x, olsmatrix _ ulen ( x ) )
[ -0.7325863838195801, 0.08736145496368408, 0.46846380829811096, 0.0642680823802948, -0.08382996916770935, 0.6150109171867371, 0.10693284869194031, 0.0014047598233446479, 1.0550984144210815, 0.7042263150215149, 0.23103435337543488, -0.1403295248746872, 0.12437870353460312, -1.837280154228210...
def evaluate _ model ( model, x _ test, y _ test, category _ names ) : # get results and add them to a dataframe. y _ pred = model. predict ( x _ test ) print ( classification _ report ( y _ test, y _ pred, target _ names = category _ names ) ) # results = pd. dataframe ( columns = ['category ','f _ score ','precision ...
[ -0.031169414520263672, 0.4382752776145935, 0.3792704641819, -0.20446261763572693, 0.6573210954666138, -0.2668240964412689, -0.5205631256103516, 0.2731933891773224, -1.1979849338531494, -0.9750866293907166, 0.056352682411670685, 0.12068808078765869, 0.719973087310791, -0.04794813692569733, ...
def test _ get _ settings _ file ( self ) : pass
[ 0.05890868231654167, 0.9193477034568787, 0.22885960340499878, 0.8520344495773315, 1.7241965532302856, 0.09610819816589355, 1.551615834236145, -0.617304265499115, -1.528217077255249, -0.07586216181516647, -0.3189280927181244, -0.19325245916843414, -0.4800761938095093, -0.34915274381637573, ...
def get _ train _ test _ vec ( x _ train, x _ test, train _ model, test _ model ) : train _ vec = np. concatenate ( [ get _ sent _ vec ( 300, sent, train _ model ) for sent in x _ train ] ) test _ vec = np. concatenate ( [ get _ sent _ vec ( 300, sent, test _ model ) for sent in x _ test ] ) # 保 # np. save ( path +'tra...
[ -0.42901551723480225, -0.4935833811759949, 0.7801501750946045, -0.08466605842113495, 1.1372588872909546, 0.26853272318840027, 0.8990365266799927, -0.4690381586551666, -0.4395555853843689, 0.5851995348930359, -0.7172110080718994, 0.6671176552772522, 0.109367236495018, -0.5206592082977295, ...
def timestamp ( as _ path = false ) : _ now = time. time ( ) _ msec = ( _ now - long ( _ now ) ) * 1000 fmt ='% a - % d - % h % m % s'if as _ path else'% a - % d - % h : % m : % s'return time. strftime ( fmt ) + '. { : 03d } '. format ( int ( _ msec ) )
[ 0.15596406161785126, -0.13875725865364075, 0.8324442505836487, -0.16588111221790314, -0.33045318722724915, 0.1299140900373459, -0.6292397379875183, 0.6574701070785522, 0.17889897525310516, 0.8126220107078552, 0.27916377782821655, -0.32148468494415283, 0.8004868626594543, 0.0528411306440830...
def to _ dict ( self ) : result = { } for attr, _ in iteritems ( self. swagger _ types ) : value = getattr ( self, attr ) if isinstance ( value, list ) : result [ attr ] = list ( map ( lambda x : x. to _ dict ( ) if hasattr ( x, " to _ dict " ) else x, value ) ) elif hasattr ( value, " to _ dict " ) : result [ attr ] =...
[ -0.7244135737419128, -0.29116374254226685, 0.7715178728103638, -0.8901128768920898, -0.702923059463501, -0.6153578758239746, 0.5321179628372192, -0.4623629152774811, -0.09173503518104553, 0.1691913902759552, -0.6271624565124512, -0.11386758089065552, 0.06181638687849045, 0.9606802463531494...
def retr ( self, filename, openfile ) : self. initialize _ file _ channel ( ) if not self. file _ channel : print ('no available file _ channel.') return false cmd ='retr'+ filename self. send _ cmd ( cmd ) if openfile : data = self. file _ channel. recv ( 4096 ) openfile. write ( data ) while data : data = self. file ...
[ -0.10694462060928345, -0.49265605211257935, 0.9910668134689331, -0.375949501991272, 0.4391842186450958, 0.2704371213912964, 0.21598421037197113, -0.08631488680839539, -1.0842205286026, -0.4794560670852661, 0.3070998787879944, 0.20921899378299713, -1.4582914113998413, -0.8799241185188293, ...
def training ( env : unityagents. unityenvironment, output _ dir : typing. union [ pathlib. path, str ], agent _ type : str = " ddpg ", buffer _ size : int = 100 _ 000, batch _ size : int = 128, gamma _ discount _ factor : float = 0. 95, tau _ soft _ update : float = 1e - 3, learning _ rate _ actor : float = 2e - 3, le...
[ -0.6037958860397339, 0.18976426124572754, 1.1330610513687134, -0.2615284025669098, 0.4732047915458679, -0.37341201305389404, 0.6858457326889038, -0.055268049240112305, -0.0782812163233757, 0.2926534116268158, 0.1347014456987381, 0.8374276161193848, 0.21750828623771667, -0.18453583121299744...
def right ( cls, array _ electrons, exposure _ info = none ) : array _ electrons = layout _ util. rotate _ array _ from _ roe _ corner ( array = array _ electrons, roe _ corner = ( 1, 1 ) ) return cls. manual ( array = array _ electrons, exposure _ info = exposure _ info, pixel _ scales = 0. 05 )
[ -0.026788508519530296, 0.05384395271539688, 0.832125186920166, -0.08090485632419586, -0.25214534997940063, -0.020309263840317726, -0.3774329721927643, -0.36158138513565063, 0.15128012001514435, 0.4188169836997986, 0.7215919494628906, 0.49426546692848206, 0.10628888756036758, 0.437010854482...
def test _ unit _ register _ with _ post ( self ) : with patch ('user _ auth. views. registerform') as form : with patch ('user _ auth. views. httpresponseredirect') as redir : request = magicmock ( ) request. method = " post " # # this will pass if request. post = = " post " part. request. post = " some _ input " form...
[ -0.7132852673530579, 0.9745054244995117, 0.6074827909469604, 0.38414430618286133, 0.8379320502281189, 0.2672993540763855, -0.3635520040988922, -0.27344128489494324, 0.3114720284938812, -1.3147951364517212, -0.47342029213905334, 0.025297313928604126, 0.2525235414505005, 0.2360798865556717, ...
def silhouette _ coefficient ( self ) : return self. _ _ silhouette _ coef
[ 0.6343522071838379, -0.507136881351471, 0.3214167356491089, -0.1621427983045578, -0.3846012055873871, 0.3580182194709778, 1.7763140201568604, 0.046043332666158676, 0.4220818877220154, -0.27904829382896423, -0.36607813835144043, 1.8699636459350586, 0.1262054145336151, -0.655756950378418, ...
def _ make _ tarfile ( output _ filename, source _ dir ) : with tarfile. open ( output _ filename, " w : gz " ) as tar : for f in os. listdir ( source _ dir ) : tar. add ( os. path. join ( source _ dir, f ), arcname = f )
[ 0.5680853724479675, 0.3167940378189087, 0.34940123558044434, -0.7489966750144958, 0.4185206890106201, 0.5005315542221069, 0.9291763305664062, 0.8685320615768433, -1.0719175338745117, -0.22252358496189117, -0.05169535428285599, 0.0480339415371418, 1.1225107908248901, -0.8093062043190002, ...
def test _ validated _ no _ conflict ( self ) : work _ entry _ 1 = self. create _ work _ entry ( datetime ( 2018, 10, 10, 9, 0 ), datetime ( 2018, 10, 10, 12, 0 ) ) work _ entry _ 1. state ='validated'work _ entry _ 2 = self. create _ work _ entry ( datetime ( 2018, 10, 10, 10, 0 ), datetime ( 2018, 10, 10, 18, 0 ) ) s...
[ 0.1463109850883484, -0.4491758644580841, 0.7135866284370422, 0.5469156503677368, 1.3351805210113525, 1.1362391710281372, 0.3971957266330719, -0.21359755098819733, 0.06557787209749222, -0.6962341070175171, -0.9348505735397339, -0.3975442945957184, -0.7663606405258179, -0.3454866111278534, ...
def get _ input _ coordinates _ of _ anchor _ points ( feature _ map _ shape, feature _ to _ input ) : assert len ( feature _ map _ shape ) in [ 3, 4 ] # either a 4d array with [ :, height, width, channels ] or just a single feature map [ height, width, channels ] if len ( feature _ map _ shape ) = = 3 : features _ hei...
[ -0.9096378087997437, -1.0760163068771362, 0.7547386288642883, -0.5968434810638428, -0.42940834164619446, 0.13203978538513184, 0.008762133307754993, 0.28638795018196106, -0.3962927460670471, 0.4246053993701935, 0.036392807960510254, 0.5724024772644043, 0.659960150718689, -0.3615132570266723...
def create _ project _ and _ milestones ( title, num _ ms ) : project = project. objects. create ( name = title ) for i in range ( num _ ms ) : milestone. objects. create ( name = ( title + " " + str ( i ) ), project = project ) return project
[ 0.31960564851760864, 0.9301890134811401, 0.3894816040992737, 0.397786021232605, -0.14095906913280487, 0.9035341143608093, -0.24102509021759033, -0.21483948826789856, 0.03725338727235794, 0.5193502902984619, 0.016179751604795456, -1.0646768808364868, -0.7937525510787964, 0.03792932629585266...
def tmp _ cwd ( monkeypatch : monkeypatch, tmp _ path : path ) - > path : monkeypatch. chdir ( tmp _ path ) return tmp _ path
[ 0.5771874785423279, -0.9294076561927795, 0.3890025019645691, -0.44965460896492004, -0.4360038638114929, 0.952005922794342, 0.8271610736846924, 0.11935994774103165, 0.16646422445774078, 0.020389679819345474, 0.22845658659934998, 0.3713027834892273, -0.02290891855955124, -0.22447334229946136...
def test _ get _ alumno _ admin ( self ) : self. client. force _ authenticate ( user = self. user _ admin ) id _ alumno = alumno. objects. get ( dni = 1 ). id response = self. client. get ( f " / api / alumnos / { id _ alumno } / " ) self. assertequal ( response. status _ code, status. http _ 200 _ ok )
[ 0.41905948519706726, 0.4091503918170929, 0.3758416175842285, 0.42225247621536255, 0.6146589517593384, 1.0625250339508057, -0.6477292776107788, -0.6185011267662048, 0.3227841258049011, -0.36777353286743164, -0.4319867491722107, 2.0226333141326904, 0.984456479549408, -0.5733693242073059, 0...
def rhs ( y, t ) : ydot = y [ 1 ] ydotdot = 0. 5 * y [ 0 ] / ( y [ 0 ] * * 2 + t * * 2 ) * * 1. 5 return ydot, ydotdot
[ 0.2227727323770523, -1.1019407510757446, 0.3843529522418976, -0.4754789173603058, -0.05044536665081978, 0.6781613230705261, -0.18295760452747345, -0.6939375400543213, -0.21278627216815948, 0.6077744960784912, -0.37949585914611816, 0.3704816699028015, 0.4124463200569153, -0.0076840575784444...
def path _ to _ subdirectory ( subdirectory ) : runpath = os. path. dirname ( os. path. realpath ( _ _ file _ _ ) ) pathdirs = runpath. split ( os. sep ) assembled _ path = " " i = 0 while i < len ( pathdirs ) : if i = = 0 : assembled _ path = pathdirs [ i ] else : assembled _ path = assembled _ path + os. sep + pathdi...
[ 0.04340118169784546, -0.5173057317733765, 0.9938467741012573, -0.14485350251197815, -0.09415019303560257, -0.1961449831724167, 1.296447515487671, -0.728766143321991, 0.37928828597068787, -0.6189247965812683, 0.33912500739097595, 0.9601965546607971, -0.08402614295482635, -0.0505289323627948...
async def post ( self, body : optional [ calendarpermission ] = none, request _ configuration : optional [ calendarpermissionsrequestbuilderpostrequestconfiguration ] = none ) - > optional [ calendarpermission ] : if not body : raise typeerror ( " body cannot be null. " ) request _ info = self. to _ post _ request _ in...
[ -0.7691890001296997, 0.7466202974319458, 0.7558388113975525, 0.5364977717399597, -0.3412838876247406, 0.14757166802883148, -0.013407640159130096, -0.2157847136259079, 0.35773882269859314, 0.08451096713542938, -0.1520848125219345, 0.02842758409678936, -0.3651160001754761, -0.327080786228179...
def rescale _ image ( image ) : return 2. * ( image / 255. ) - 1
[ -0.71535325050354, -0.4673750102519989, 0.42892616987228394, 0.8367851376533508, 0.22355322539806366, -0.6479717493057251, -0.4412951171398163, -0.2930898368358612, -0.7090022563934326, 0.43235138058662415, 0.6031919121742249, -0.19164671003818512, -0.24941326677799225, 0.9388421773910522,...
def trigger ( self, trigger = none, options = triggeroptions ( 0 ) ) : def decorator ( func ) : name = trigger or func. _ _ name _ _ self. triggers. append ( trigger ( name, func, options ) ) return decorator
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def get _ self ( self ) : return self. get _ user ('self')
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def handle _ events ( self, action ) : if action = = actions. jump : if self. _ player _ dino. rect. bottom = = int ( 0. 98 * height ) : self. _ player _ dino. is _ jumping = true self. jump _ sound. play ( ) self. _ player _ dino. movement [ 1 ] = - 1 * self. _ player _ dino. jump _ speed if action = = actions. duck :...
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def register _ blueprints ( app ) : app. register _ blueprint ( assistant. webhook. blueprint ) app. register _ blueprint ( web. views. blueprint ) return none
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def start _ with _ ui ( self ) : self. incoming. start ( ) print " welcome to quilt " while true : user _ in = raw _ input ( " > > " ). split ( " " ) cmd = user _ in [ 0 ] if cmd = = " / connect " : if len ( user _ in )! = 3 : print " / connect < address > < port > " continue self. protocol. connect _ to _ server ( use...
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def featurize _ w _ centroids ( data, centroids ) : xhat = none for sample in data ['x'] : x = np. array ( [ sample. dot ( centroid ) for centroid in centroids ] ) xhat = x if xhat is none else np. vstack ( ( xhat, x ) ) data ['x'] = xhat return data
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def start ( self ) : self. _ stop _ me = false threading. thread. start ( self )
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def geom _ x _ sec ( self ) : return pi * self. r * * 2
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def set _ user _ relationship ( self, user _ id, action ) : params = {'action': action } url = self. client. users +'/ { } / relationship '. format ( user _ id ) return self. client. post ( url, params = params, bucket = _ func _ ( ) )
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def testpep8 ( self ) : pep8style = pep8. styleguide ( quiet = true ) result = pep8style. checkfile ( ['models / state. py'] ) self. assertequal ( result. total _ errors, 0,'found code style errors ( and warning ).')
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def essfunction ( weights ) : norm _ weights = weights / sum ( weights ) sqweights = power ( norm _ weights, 2 ) return 1 / sum ( sqweights )
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def test _ comment _ to _ activity ( self, * _ ) : status = models. comment. objects. create ( content = " test content ", user = self. local _ user, book = self. book ) activity = status. to _ activity ( ) self. assertequal ( activity [ " id " ], status. remote _ id ) self. assertequal ( activity [ " type " ], " comme...
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def is _ sleeper ( row : list ) - > int : if " sleeper " in row [ name _ col _ idx ]. lower ( ) : return 1 return 0
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def is _ topological _ sort ( graph, sequence ) : if set ( sequence )! = set ( graph. get _ nodes ( ) ) : return false index = { v : i for ( i, v ) in enumerate ( sequence ) } return all ( index [ u ] < index [ v ] for ( u, v ) in graph. get _ edges ( ) )
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def prepend ( self, resource _ name, value ) : raise notimplementederror
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def test _ get _ list ( self ) : xmlns ='http : / / xmlns1'received _ on = datetime ( 2019, 1, 2 ) self. _ send _ forms ( [ ( xmlns, received _ on ) ] ) response = self. _ assert _ auth _ get _ resource ( self. list _ endpoint ) self. assertequal ( response. status _ code, 200 ) api _ forms = json. loads ( response. co...
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def request ( self, method, path, body = none ) : body = json. dumps ( body ) if body is not none else none resp = self. _ request ( method, path, body ) code, msg, data = _ read _ response ( resp ) if code < 200 or code > = 300 : raise error ( code, msg ) return code, msg, data
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def _ committransaction ( self, conn, callback, thread _ state = none ) : conn. commit ( ) self. _ ioloop. add _ callback ( partial ( self. _ releaseconnectioninvokecallback, conn, callback ) )
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def _ create _ workspace _ deployment ( self, metadata : client. v1objectmeta, username, password ) - > none : body = client. v1deployment ( ) body. metadata = metadata template = self. _ create _ spec _ template _ code _ server ( username, password ) selector = client. v1labelselector ( match _ labels = { " app " : se...
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def on _ signup ( self, data ) : try : safe _ data = t. dict ( { t. key ( u " username " ) > > " username " : t. string, t. key ( u " password " ) > > " password " : t. string, } ). check ( data ) except t. dataerror : self. emit ( " signupfailed ", { " reason " : " invalidrequest " } ) logging. exception ( " received ...
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def _ conv _ layers ( self ) : layers, activations = [ ], [ ] act = get _ activation ( self. hparams. activation ) # the first out _ channels should be the second to last filter size tmp = self. hparams. filters. pop ( ) # self. output _ shape [ 0 ] needs to be the last out _ channels to match the input matrix for i, (...
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def add _ field ( self, name, datatype, role, field _ type, caption, hidden ) : # todo : a better approach would be to create an empty column and then # use the input validation from its " field " - object - representation to set values. # however, creating an empty column causes errors : ( # if no caption is specified...
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def do _ update _ all ( self, * * kwargs ) : # pylint : disable = unused - argument _ error _ code = 0 _ msg ='' for _ node in self. tree. all _ nodes ( ) : try : _ error _ code, _ debug _ msg = self. do _ update ( _ node. identifier ) _ msg = _ msg + _ debug _ msg +'\ n'except attributeerror : _ error _ code = 1 _ msg...
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def test _ more _ hof ( a, b ) : def f ( g, h, x ) : return g ( x ) * h ( x ) * g ( x + 10. 0 ) def g ( x ) : return x * b def h ( x ) : return x * a return scala _ add ( f ( g, h, a ), f ( g, h, b ) )
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def init _ value ( self ) : return [ self. get _ random _ gene ( ) for _ in range ( self. _ _ size ) ]
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def get _ phix _ error _ rate ( self, name, lane, avg = true ) : fc = self. get _ entry ( name ) phix _ r1 = float ( fc ['illumina'] ['summary'] ['read1'] [ lane ] ['errratephix'] ) phix _ r2 = float ( fc ['illumina'] ['summary'] ['read3'] [ lane ] ['errratephix'] ) if avg : return ( phix _ r1 + phix _ r2 ) / 2 else : ...
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def _ constructfromfetchqueuestatsresponse ( cls, queue, response ) : args = {'queue': queue,'tasks': response. num _ tasks } if response. oldest _ eta _ usec > = 0 : args ['oldest _ eta _ usec'] = response. oldest _ eta _ usec else : args ['oldest _ eta _ usec'] = none if response. hasfield ('scanner _ info') : scanne...
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def z _ min ( self ) - > float : return 0
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def applyinpandaswithstate ( self, func : " pandasgroupedmapfunctionwithstate ", outputstructtype : union [ structtype, str ], statestructtype : union [ structtype, str ], outputmode : str, timeoutconf : str, ) - > dataframe : from pyspark. sql import groupeddata from pyspark. sql. functions import pandas _ udf assert ...
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