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def get _ positive _ region ( metadata, candidate _ angles ) : # choose a random voice voice _ keys = [ x for x in metadata if " voice " in x ] random _ key = random. choice ( voice _ keys ) voice _ pos = metadata [ random _ key ] [ " position " ] voice _ pos = np. array ( voice _ pos ) voice _ angle = np. arctan2 ( vo...
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def calclinearforce ( self ) : return self. calcforcedistribution ( )
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def callgpu ( self, gpuarray, globaltimestep ) : # uppyramid of swept step self. gfunction ( gpuarray, numpy. int32 ( globaltimestep ), self. start, grid = self. grid, block = self. blocksize )
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def unload _ level ( self, preserve : list = [ ] ) - > none : logger. info ( " engine : unloading current level " ) for sp in self. sprites : if sp not in preserve : sp. kill ( )
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def merge _ cycle _ index _ mod _ p ( cycle _ index _ 1, cycle _ index _ 2, mod ) : cycle _ index _ 3 = { } for term1, c1 in cycle _ index _ 1 : for term2, c2 in cycle _ index _ 2 : term = { } for l1, e1 in term1 : for l2, e2 in term2 : g = gcd ( l1, l2 ) l = l1 * l2 / / g e = e1 * e2 * g if l in term : term [ l ] + = ...
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async def listen _ for _ new _ files ( self, callback _ function = none, timeout = none ) : url = " { } { } : { } / ws / files / new / current _ operation ". format ( self. _ ws, self. _ server _ ip, self. _ server _ port ) if callback _ function : task = await self. stream _ output ( url, callback _ function, timeout ...
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def linked _ transaction ( self, linked _ transaction ) : self. _ linked _ transaction = linked _ transaction
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def test _ us _ gdp _ presidents ( ) : test _ path = tempfile. mkdtemp ( ) x _ train, metadata = us _ gdp _ presidents ( test _ path ) try : assert x _ train. shape = = ( 259, 12 ) except : shutil. rmtree ( test _ path ) raise ( )
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def test _ comoving _ vol _ to _ uniform ( comoving _ vol _ converter ) : d = 1000 grid = mock ( ) comoving _ vol _ converter. interp _ dl2dc = grid comoving _ vol _ converter. scale = 100 with patch ( " nessai. gw. utils. interpolate. splev ", return _ value = 200 ) as interp _ mock : du, lj = comovingdistanceconverte...
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def verify ( self, item _ check _ callable = none, receiver _ email = none ) : self. response = self. _ postback ( ) self. _ verify _ postback ( ) if not self. flag : if self. is _ transaction ( ) : if self. payment _ status not in self. payment _ status _ choices : self. set _ flag ( " invalid payment _ status. ( % s ...
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def _ adjust _ ownership ( self, owner : str, change : int ) : if owner! = self. owner : self. ownership _ level - = change else : self. ownership _ level + = change if self. ownership _ level < 0 : self. owner = owner
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def loss _ fn ( logits, ytokens, yweights ) : eps = 0. 0000000001 # used to not divide on zero # todo : # print ( logits. shape ) _, _, v _ size = logits. shape # * yweights. view ( - 1 ) [ :, none ] # * yweights. long ( ). view ( - 1 ) sumloss = torch. sum ( f. cross _ entropy ( input = logits. view ( - 1, v _ size ),...
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def getloginurl ( self ) : url = _ orig _ getloginurl ( self ) if url : url = url. replace ('/ zport / acl _ users ', getcseconf ( ). get ('virtualroot ','' ) +'/ zport / acl _ users') return url
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def update _ x ( x, bound _ delete = bound _ delete, bound _ change = bound _ change ) : ind _ delete, ind _ change = clean _ data ( x, bound _ delete, bound _ change ) # [ 0, 4, 5, 6, 23, 26 ], [ 12, 24, 25, 27, 28 ] x = update _ outliers ( x, [ 0, 4, 5, 6, 23, 26 ], [ 12, 24, 25, 27, 28 ] ) # x = np. delete ( x, ind ...
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def _ pan _ cb ( self, settings, pan _ pos ) : # check to avoid circular callback situation if not ( self. _ panning _ x or self. _ scaling _ x or self. _ scaling _ y or self. _ adjusting ) : self. adjust _ view ( )
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def standard _ deviation ( list ) : return variance ( list ) * *. 5
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def ask _ average _ inflation ( supers, products, prices ) : enter _ loop = true while enter _ loop : try : start = ask _ and _ convert ( prices, start ) end = ask _ and _ convert ( prices, end ) print ('\ ninflacion general promedio : { :. 2f } % '. format ( get _ average _ inflation ( start, end, products, prices, su...
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def fit ( self, x : np. array, t : np. array, y : np. array, weights : optional [ np. array ] = none, ) - > none : assert ( t is not none and y is not none ), " treatment and factual outcomes are required to fit causal forest " if weights is not none : assert len ( weights ) = = len ( t ), " weights must match the numb...
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def find _ all ( a _ str, sub ) : start = 0 while true : start = a _ str. find ( sub, start ) if start = = - 1 : return yield start start + = 1
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def _ _ init _ _ ( self, level : int, colour : optional [ tuple [ int, int, int ] ] = none, children : optional [ list ['block'] ] = none ) - > none : self. position = ( 0, 0 ) self. size = 0 self. level = level self. max _ depth = 0 self. highlighted = false self. parent = none # attributes that depend on whether or n...
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def setup ( self, led _ mode = 0x03 ) : # intr setting # 0xc0 : a _ full _ en and ppg _ rdy _ en = interrupt will be triggered when # fifo almost full & new fifo data ready self. bus. write _ i2c _ block _ data ( self. address, reg _ intr _ enable _ 1, [ 0xc0 ] ) self. bus. write _ i2c _ block _ data ( self. address, r...
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def fmri _ qc ( fpath, qchtml, cur ) : # if the number of trs is too little, we skip the pipeline ntrs = check _ n _ trs ( fpath ) if ntrs < 20 : qchtml. write ( " < p > this is a truncated scan. number of trs : { } < / p > ". format ( ntrs ) ) return qchtml # # check the header add _ headercompare _ note ( headerlog, ...
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def print _ graphs ( curr _ doc : currentdoc, functions, x, l _ list, knot _ list ) : out _ vis. plot _ output _ functions ( curr _ doc, functions, knot _ list, x, l _ list )
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def _ merge _ with _ binary _ search ( list _ 1, list _ 2, output _ size ) : merged _ list = [ none ] * output _ size for i in range ( len ( list _ 1 ) ) : # binary search rank _ 2 = bisect. bisect _ left ( list _ 2, list _ 1 [ i ] ) merged _ list [ i + rank _ 2 ] = list _ 1 [ i ] # probably this is not ok to have loop...
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def uniquevaluesforcourseavailability ( self ) : portal _ catalog = gettoolbyname ( self,'portal _ catalog') course _ availability = portal _ catalog. uniquevaluesfor ( " getcourseavailability " ) return course _ availability
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def _ _ call _ _ ( self, * * inputs ) : return self. trigger ( * * inputs )
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def refine _ nom _ gr ( nominal _ group ) : idx = len ( nominal _ group ) - 1 # case of the end of the sentence if nominal _ group [ idx ] in [ '? ', '! ', '.'] : return nominal _ group [ : idx ] # case of after we have a indirect complement if nominal _ group [ idx ] in resourcepool ( ). proposals : return nominal _ g...
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def rendercontentandpage ( handler, pathtocontent, contentfilename, contenttemplatevalues, pagetemplatevalues ) : # render the content with its template values content = getrenderedtemplate ( pathtocontent, contentfilename, contenttemplatevalues ) # render the page with its template values pagetemplatevalues ['content'...
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def initlogger ( levelname ='info') : format ='% ( name ) s % ( levelname ) - 5s % ( message ) s'logging. basicconfig ( format = format ) logger = logging. getlogger ('profile') logger. addhandler ( logging. nullhandler ( ) ) logger. setlevel ( logging. getlevelname ( levelname ) ) logging. getlogger ('elasticsearch')....
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def profile ( user _ id ) : # show all past saves from that current user. past _ saves = result. query. filter _ by ( user _ id = user _ id ). all ( ) return render _ template ( " user. html ", saved _ mixes = past _ saves )
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def test _ get _ arrangement _ before _ creation ( self ) : # creating an order for testing created _ order = self. create _ test _ order ( " will " ) url = reverse ( " lastrites : arrangements - lastrites ", kwargs = { " order _ pk " : created _ order. id } ) r = self. client. get ( url, authorization = f " bearer { s...
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def process ( self, file _ path, x _ index, y _ index, z _ index, t _ index = none ) : return open ( file _ path,'rb')
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def _ model _ to _ dict ( obj ) : result = _ properties _ model _ to _ dict ( obj. properties ) for attribute in ( " metadata ", " snapshot " ) : try : value = getattr ( obj, attribute ) except attributeerror : continue if value : result [ attribute ] = value return result
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def respond ( self ) : response = self. req. server. wsgi _ app ( self. env, self. start _ response ) try : for chunk in filter ( none, response ) : if not isinstance ( chunk, bytes ) : raise valueerror ('wsgi applications must yield bytes') self. write ( chunk ) finally : # send headers if not already sent self. req. ...
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def player _ page ( self, content, profile _ id ) : soup = beautifulsoup ( content, " lxml " ) player = { " status " : " active " } # gsis id and esb id are buried in the comments for c in soup. find _ all ( string = lambda text : isinstance ( text, comment ) ) : if " gsis " in c : parts = [ part. strip ( ) for part in...
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def aggregate _ get ( context, aggregate _ id ) : return impl. aggregate _ get ( context, aggregate _ id )
[ 0.058681026101112366, 0.2863796055316925, 0.30876028537750244, -0.3220786452293396, 0.7337127327919006, -1.4943299293518066, -0.6149155497550964, -1.083174467086792, -0.4135236144065857, 0.1575552523136139, 1.2622220516204834, 0.9927091598510742, -0.09068283438682556, -0.2670632600784302, ...
def test _ event _ before _ append ( self ) : html _ code = f " " " < html > < head > < / head > < body > < script > var btn = document. createelement ( " button " ) ; btn. onclick = " { self. event _ code } " ; btn. setattribute ( " { reachable _ att _ name } ", true ) ; document. body. appendchild ( btn ) ; < / scrip...
[ 0.41676416993141174, 0.7764273881912231, 0.985823929309845, 0.013752822764217854, -0.10822807252407074, -0.05040920153260231, -0.03636637330055237, 0.05960823968052864, 0.7201975584030151, -0.1652681827545166, -0.33003297448158264, -0.022607846185564995, 0.5344393253326416, 0.9665222167968...
def plot _ tweets _ by _ class ( self, cinema _ run = false ) : # get tweets and group them by sentiment tweets = self. get _ geotweets _ by _ dates ( ) if cinema _ run else database _ helper. select _ geo _ tweets ( self. movieid ) class _ freq = tweets. groupby ('senti _ class'). size ( ). reset _ index ( name ='coun...
[ 0.04708652198314667, 0.2186942994594574, 0.5148580074310303, -0.6329384446144104, -0.0618678517639637, 0.5451089143753052, 0.8880782127380371, 0.015199252404272556, -0.8311038613319397, 0.6202171444892883, 0.7386162281036377, 0.7727442979812622, -0.04758536443114281, 0.9347561001777649, ...
def log ( self, txt, dt = none, force = false ) : if self. params. verbose or force : dt = dt or self. datas [ 0 ]. datetime. date ( 0 ) print ('% s, % s'% ( dt. isoformat ( ), txt ) )
[ -0.10299248993396759, 0.4331551194190979, 0.8040380477905273, 0.050519008189439774, 0.09922125190496445, 0.9038546085357666, -1.2126845121383667, -0.018467988818883896, -0.6851819753646851, 0.35339856147766113, 0.47981005907058716, 1.2898871898651123, -0.05568932741880417, 0.40244072675704...
def kadmin _ factory ( self, principal ) : realm = kadmin. guess _ realm ( principal ) try : # instantantiate proper kadmin class with config return globals ( ) [ self. config [ " realm " ] [ realm ] [ " type " ] ] ( \ realm, self. config [ " realm " ] [ realm ] [ " keytab " ], self. config [ " realm " ] [ realm ] [ " ...
[ -0.4819349944591522, -0.5732511878013611, 0.49807238578796387, 0.07711953669786453, -1.1616765260696411, 0.9132600426673889, -0.5536032319068909, -0.9948764443397522, 0.04299889877438545, 0.3741486966609955, -0.03282247483730316, 0.48084554076194763, -0.5426559448242188, 0.3663856089115143...
def testexpireddatadiscardedafterrestartforfileversionlessthan2 ( self ) : warnings = [ ] self. stubs. set ( logger, " warning ", warnings. append ) gen = _ eventgenerator ( self ) acc = self. _ make _ accumulator ( gen ) gen. addevent ( event _ pb2. event ( wall _ time = 0, step = 0, file _ version = " brain. event : ...
[ 0.7759535908699036, -0.37301570177078247, 0.7049098014831543, 0.050745222717523575, -0.26243460178375244, 0.7449207901954651, 0.14847548305988312, 0.022121015936136246, -0.5109817981719971, -0.1276320219039917, -0.8442881107330322, 0.24525171518325806, 0.4396013915538788, 0.406805247068405...
def _ _ init _ _ ( self, tm, start = none, inputs = none, goto = none, outputs = none, directions = none ) : # our turing machine self. tm = tm # state machine is in before transition self. start _ state = start # symbol on each tape under read / write head in tape order self. inputs = inputs # state machine goes to se...
[ -0.20556852221488953, -0.2644338607788086, 0.5486809611320496, -0.2179795205593109, -0.2663925290107727, -0.37230560183525085, 0.14657795429229736, 0.4105282425880432, -0.10163675993680954, 0.151381716132164, -0.8137112259864807, -0.354229211807251, 0.5744930505752563, 0.16577988862991333,...
def import _ prior _ pb _ winners _ csv ( ) - > pd. dataframe : pb _ df = pd. read _ csv ( pb _ prior _ winners _ data _ path, header = none ) return pb _ df
[ -0.05734150484204292, 0.06199733912944794, 0.4787445664405823, 0.910060465335846, -0.39567530155181885, 1.5123000144958496, 0.9430117607116699, -0.1146315485239029, 0.5286353826522827, -0.5364266037940979, 0.4017089903354645, 1.0241087675094604, -1.0186529159545898, -1.1539380550384521, ...
def _ _ str _ _ ( self ) - > str : output = " " output + = " device name : " + self. dev _ name + " \ n " for reg in self. registers : output + = str ( reg ) + " \ n " return output
[ -0.1317334622144699, -0.5588614344596863, 0.6466752290725708, -0.4357183575630188, -0.40075385570526123, 0.33877652883529663, 0.06452170014381409, -0.6096060276031494, -0.21792636811733246, -0.6858265995979309, 0.44342079758644104, 0.3503063917160034, -0.03706718236207962, 0.46963626146316...
def main ( ) : argument _ parser = argparse. argumentparser ( description = ('extracts windows event log providers from the windows registry.') ) argument _ parser. add _ argument ('- d ','- - debug ', dest ='debug ', action ='store _ true ', default = false, help ='enable debug output.') argument _ parser. add _ argum...
[ 0.1283150315284729, 0.4139358699321747, 0.8643749952316284, 0.27860796451568604, 0.06965098530054092, -0.49449270963668823, 0.0023982604034245014, 0.461852490901947, -0.3278071880340576, 0.3453689217567444, -0.17632991075515747, -0.05490861088037491, -0.019322780892252922, 0.05805377662181...
def version _ schema ( script _ location : str ) : # add it to alembic table alembic _ cfg = alembicconfig ( configuration. alembix _ ini ) alembic _ cfg. set _ main _ option ( " script _ location ", script _ location ) alembic _ command. stamp ( alembic _ cfg, " head " )
[ 0.11485446244478226, -0.7389835715293884, 0.5808972716331482, 0.3466775417327881, 0.9822419285774231, 0.22695216536521912, -0.003313116729259491, 1.1095679998397827, -0.180356964468956, 1.4687398672103882, -0.6638172268867493, 0.5398935079574585, 0.046784862875938416, -0.7007375955581665, ...
def _ sparseupdate ( variable, gradients, accum, linear, base _ lr, lr _ power, l1, l2 ) : assert isinstance ( gradients, ops. indexedslices ) with ops. name _ scope ( " sparse _ update _ " + variable. op. name ) as scope : dtype = variable. dtype. base _ dtype base _ lr = ops. convert _ to _ tensor ( base _ lr, dtype ...
[ 0.7587337493896484, -0.8654199838638306, 0.7527804374694824, 0.011785006150603294, -0.9960230588912964, -0.2772294580936432, -0.01300490740686655, 0.14511866867542267, 0.4507529139518738, 0.693334698677063, 0.03350451588630676, 0.8215110898017883, 0.28000128269195557, -0.8069442510604858, ...
def lineformat ( text ) : ( mac, ns, msg ) = text. split ( " ", 2 ) if not msg or " " in msg : raise valueerror if len ( mac )! = 12 : raise valueerror if not mac = = " cc50e35d6a90 " : logging. info ( " received msg from foreign mac " ) raise valueerror line = " { }, mac = { } { } { } ". format ( flux _ measure, mac, ...
[ 1.4813765287399292, -0.21837633848190308, 0.39992472529411316, -0.29809027910232544, 0.11102011799812317, -0.10990489274263382, -0.35330310463905334, -0.34733957052230835, -0.03136785700917244, -0.6766539812088013, 0.6460852026939392, 0.276413232088089, -0.9316640496253967, 1.2903414964675...
def welcome ( ) : return ( f " available routes : < br / > " f " / api / v1. 0 / precipitation < br / > " f " / api / v1. 0 / stations < br / > " f " / api / v1. 0 / tobs < br / > " f " / api / v1. 0 / & lt ; start & gt ; < br / > " f " / api / v1. 0 / & lt ; start & gt / & lt ; end & gt " )
[ -0.20988883078098297, -0.6695683002471924, 0.704231321811676, -0.9030923843383789, 0.024972228333353996, -0.11163153499364853, -1.4222520589828491, 0.2966160774230957, -0.5607560276985168, 0.9056562781333923, -0.20727132260799408, 0.6352009773254395, 0.05554354190826416, 0.3939112424850464...
def find _ hypothetical _ pairs ( dist _ vec, distances, prop _ constant, cut _ off ) : hypothetical _ pair = { } index _ list = np. asarray ( np. where ( distances ['timestep _ 0'] < cut _ off ) ) hypothetical _ pair [ 0 ] = np. take ( dist _ vec ['timestep _ 0'], index _ list, axis = 0 ) initial _ distribution = hypo...
[ -0.4653134346008301, -0.03133928030729294, 0.7065519690513611, -0.36578604578971863, -0.8400658369064331, 0.18313679099082947, 0.19747832417488098, 1.2962920665740967, -0.8029152154922485, 0.6940717101097107, 0.04815474525094032, -0.4736386239528656, -0.04674392193555832, 0.934602141380310...
def _ update _ primary _ header ( self, primary _ header ) : # adding cutout specific headers primary _ header ['creator'] = ('astrocut ','software used to produce this file') primary _ header ['procver'] = ( _ _ version _ _,'software version') primary _ header ['ffi _ type'] = ( self. product,'the ffi type used to mak...
[ -0.042868416756391525, -0.934986412525177, 0.42809078097343445, -0.7960615754127502, -0.16310538351535797, -0.35599783062934875, -0.433283269405365, -0.13218536972999573, -0.31512174010276794, 0.2641158103942871, 0.12271241843700409, 0.07312186807394028, -0.03265928477048874, 0.76876896619...
def emptycopied ( self, * args ) : return _ topods. topods _ shape _ emptycopied ( self, * args )
[ -0.7579287886619568, -0.152325838804245, 0.6145080327987671, 0.0709778293967247, -0.01904400996863842, 1.3084248304367065, 0.7488083839416504, -1.0390739440917969, 0.15385138988494873, 0.05879414454102516, -0.49620896577835083, 0.4407673180103302, -0.3996637463569641, -0.6502599716186523, ...
def createreport ( tb, comment ='', filecontent ='' ) : userhash = create _ hash ( ) osname = os. name tb = cleantb ( tb ) j = json. dumps ( {'userhash': userhash,'os': osname,'tb': tb,'comment': comment,'file': filecontent } ) mhash = hashlib. md5 ( j ). hexdigest ( ) return'{ } * * * { } '. format ( j, mhash )
[ 0.8749706149101257, -0.1797865927219391, 0.47761547565460205, -0.0854475125670433, -0.09089497476816177, 0.4877287447452545, 0.230948343873024, -0.25549212098121643, -1.3345036506652832, 0.3588869273662567, -0.2163921594619751, -0.5491177439689636, -0.5755772590637207, -0.30954423546791077...
def lane _ type ( lane _ attributes : object ) - > str : type _ lane = none try : type _ lane _ text = lane _ attributes. find ('vehicle'). text type _ lane ='vehicle'except : try : type _ lane _ text = lane _ attributes. find ('bikelane'). text type _ lane ='bikelane'except : try : type _ lane _ text = lane _ attribut...
[ 0.11280141770839691, -0.8561475872993469, 0.6001145839691162, -0.7891433238983154, 0.972055971622467, 0.0046660094521939754, -0.1957893967628479, 0.11729847639799118, 0.026600487530231476, 1.0649491548538208, 0.8202272057533264, -0.35120993852615356, -0.4202703535556793, 0.1726627498865127...
def put _ link ( self, resource, params ) : self. _ check _ endpoint _ params ('put - link ', params ) return self. _ request ('put ','links / % d'% resource, params )
[ -1.3360649347305298, 0.15351876616477966, 0.16805800795555115, -0.26357603073120117, 1.1169109344482422, 0.3382466733455658, 0.10300979763269424, 0.04662695527076721, -0.3454093337059021, -0.1364779770374298, -0.4135040044784546, 0.8558756113052368, -1.1684985160827637, -0.6306864023208618...
def ranking _ key ( chain ) : bp _ nt = 0. 0 if chain ['bp'] : bp _ nt = float ( chain ['bp'] ) / float ( chain ['length'] ) name = list ( ord ( c ) for c in chain ['name'] ) return ( - 1 * bp _ nt, - 1 * chain ['length'], name )
[ -0.6137281060218811, -0.25166046619415283, 0.4001094102859497, -1.0960264205932617, 0.5505778789520264, -0.42957523465156555, -0.8806535601615906, -0.9024664163589478, -1.1427134275436401, 1.2854424715042114, -0.8637776970863342, 0.8489741683006287, -1.0663434267044067, 0.19132941961288452...
def get _ callback _ url ( self ) : return url _ for ('oauth. callback ', provider = self. name, _ external = true )
[ 0.18445545434951782, 0.6908621191978455, 0.5472159385681152, 0.35178524255752563, 0.2723406255245209, 0.4590426981449127, 0.007022886071354151, 0.7159611582756042, 0.7438533306121826, 0.15386497974395752, 0.6785955429077148, 0.5248534083366394, 0.22834710776805878, 0.3376758098602295, 0....
def credential _ type ( self ) : return self. _ tower. get _ credential _ type _ by _ id ( self. _ data. get ('credential _ type') )
[ 0.6758789420127869, 0.405452698469162, 0.11607014387845993, 0.8661201596260071, 1.2603719234466553, 0.020642494782805443, 0.13931025564670563, 0.02015267126262188, 0.7876438498497009, -0.18820758163928986, -0.12429321557283401, 0.887447714805603, -0.4600414037704468, 0.32647016644477844, ...
def anntomask ( self, ann, height, width ) : rle = self. anntorle ( ann, height, width ) m = maskutils. decode ( rle ) return m
[ -0.18036171793937683, -0.3404368460178375, 0.21944645047187805, 0.5045903921127319, -0.6379066109657288, -0.4279899597167969, 0.3051460087299347, -0.9341011643409729, 0.883305013179779, 0.2726621627807617, -0.7567249536514282, 0.21091671288013458, 0.6092371344566345, -0.5398260354995728, ...
def test _ mac _ vendor _ lookup _ on _ see ( self ) : mac ='b8 : 27 : eb : 00 : 00 : 00'vendor _ string ='raspberry pi foundation'tracker = device _ tracker. devicetracker ( self. hass, timedelta ( seconds = 60 ), 0, [ ] ) with mock _ aiohttp _ client ( ) as aioclient _ mock : aioclient _ mock. get ('http : / / api. m...
[ -0.17955051362514496, 0.14894752204418182, 0.4745098054409027, -0.2635931372642517, 0.1425938755273819, 0.04993574321269989, 0.044587451964616776, -0.1022019237279892, 0.22438926994800568, 0.08530807495117188, 0.18071794509887695, 0.4484104812145233, 0.2341574877500534, 0.36792460083961487...
def plot _ confusion _ matrix ( cm, classes, normalize = false, title ='confusion matrix ', cmap = plt. cm. blues ) : if normalize : cm = cm. astype ('float') / cm. sum ( axis = 1 ) [ :, np. newaxis ] print ( " normalized confusion matrix " ) else : print ('confusion matrix') print ( cm ) plt. imshow ( cm, interpolatio...
[ 0.043393805623054504, 0.25680452585220337, 0.6342864036560059, 0.015020681545138359, -0.8140704035758972, 0.028542006388306618, 1.0983643531799316, 0.0709666907787323, 0.4009785056114197, 0.37765732407569885, 1.0538948774337769, 0.5204721689224243, -0.16686095297336578, 0.12210292369127274...
def user _ stories _ gql ( self, user _ ids : list [ int ] = none ) - > list [ storyqueue ] : self. public. cookies. update ( self. private. cookies ) def _ userid _ chunks ( ) : assert user _ ids is not none user _ ids _ per _ query = 50 for i in range ( 0, len ( user _ ids ), user _ ids _ per _ query ) : yield user _...
[ 0.13443192839622498, -0.35826173424720764, 0.4436897337436676, 0.7831153273582458, -0.21397969126701355, -0.09895262122154236, 0.36772584915161133, -0.8435127139091492, -0.4948168396949768, 0.06414291262626648, 0.03499605134129524, 0.3161209225654602, 0.062489286065101624, 0.35358810424804...
def find _ decorrelation _ pairs _ distances ( simname, coords _ loc = [ 3, 6 ] ) : coord, bs = extract. extract _ unwrapped ( simname, boxsize _ whole = true ) all _ distances = { } for key in coord : current _ timestep = coord [ key ] type2 = current _ timestep [ current _ timestep ['type'] = = 2 ]. iloc [ :, coords ...
[ -0.3856843113899231, 0.016586147248744965, 0.7278688549995422, -0.5251350998878479, -0.15555007755756378, -0.41427186131477356, 0.33968448638916016, 0.11151056736707687, -0.5152400135993958, 0.6254929900169373, -0.4013206958770752, -0.2839595377445221, -0.10636424273252487, 0.4911946356296...
def insert ( self, index, data ) : if index > = self. size or index < 0 : raise indexerror ( " index out of range. " ) if index = = 0 : self. push _ front ( data ) else : node = doublylinkedlistnode ( data ) current = self. head for num in range ( index ) : current = current. next current. prev. next = node node. prev ...
[ -0.8200944066047668, 1.6535032987594604, 0.4141939580440521, -0.6662889122962952, 0.6768665313720703, 0.0778517946600914, 0.3847615122795105, 0.4838091731071472, 0.4735943078994751, -0.14559955894947052, -0.8024882674217224, 0.6724777817726135, -1.2506417036056519, -0.00006302605470409617,...
def submaxtrix ( matrix, i, j ) : return np. array ( [ [ matrix [ i ] [ i ], matrix [ i ] [ j ] ], [ matrix [ j ] [ i ], matrix [ j ] [ j ] ] ] )
[ 0.05767182260751724, -0.6740761399269104, 0.31723660230636597, 0.052122391760349274, -0.7990126609802246, -0.32973188161849976, -0.548430860042572, -0.1403907984495163, 0.17807655036449432, 0.6273761987686157, -0.21373167634010315, 0.8779730796813965, -0.37108591198921204, -1.2992165088653...
def test _ get _ between ( self, basic _ logfile ) : matcher = logmatcher ( log _ path = basic _ logfile ) matcher. match ( regex = re. compile ( r " second " ), timeout = 0. 5 ) matcher. mark ( " start " ) matcher. match ( regex = re. compile ( r " fourth " ), timeout = 0. 5 ) matcher. mark ( " end " ) content = match...
[ 0.635671079158783, -0.4857664406299591, 0.9772406816482544, 0.040501851588487625, 0.7097448110580444, -0.32427164912223816, -0.533993661403656, -0.7340444326400757, -1.188665509223938, -1.364375352859497, -0.4566405713558197, -0.0752723217010498, -0.7638614773750305, -0.4128122329711914, ...
def mol _ to _ idx _ smi ( m ) : for a in m. getatoms ( ) : a. setmapidx ( a. getidx ( ) + 1 ) return oechem. oemoltosmiles ( m )
[ -0.6275668740272522, -0.8429112434387207, 0.4386492371559143, -0.25532230734825134, -0.09670699387788773, -0.4935842454433441, -0.3844049274921417, -0.4370553195476532, 0.6983728408813477, 0.2522220015525818, -0.06362071633338928, -0.2000599205493927, -0.5391595363616943, -0.83084797859191...
def quit ( self ) : self. _ update _ fps _ timer. cancel ( ) ;
[ 0.7404546737670898, -0.6342993974685669, 0.3385860323905945, -0.1930740624666214, -0.4713287353515625, 1.0493406057357788, 0.3252970576286316, -0.935258686542511, -0.790197491645813, 0.19293448328971863, -0.25403499603271484, 0.09792570769786835, -1.2794109582901, 0.923753559589386, 0.02...
def verify _ email ( request, verification _ code ) : data = { } try : verify = verificationqueue. objects. get ( verification _ code = verification _ code, verified = false, verification _ type = verificationqueue. verification _ choices [ 2 ] [ 0 ] ) old _ email = verify. user. email user = verify. user user. email =...
[ 0.35927698016166687, -0.0812208503484726, 0.4602252244949341, 0.4525465667247772, 0.4494292736053467, -0.25222837924957275, 0.3067411482334137, 0.4550402760505676, -0.06589474529027939, 0.578967273235321, -0.5455215573310852, 1.0818846225738525, 0.36378684639930725, 0.5610395073890686, 0...
def countquery ( self, query ) : params = dict ( self. params ) params ['api'] ='countquery'params ['query'] = query params ['type'] ='exe'params ['begin'] ='' params ['end'] ='' params ['content - type'] = self. ctype data = urllib2. urlopen ( self. url, urllib. urlencode ( params, doseq = true ) ). read ( ) error = p...
[ -0.3106847405433655, -0.20214657485485077, 0.7533467411994934, 0.3509369492530823, -0.30382418632507324, 0.3892703056335449, -0.6526439189910889, -0.1935165524482727, -0.1449139416217804, -0.13860830664634705, 0.0944656953215599, 0.796624481678009, -1.2408101558685303, 1.064250111579895, ...
def ignore _ env _ var _ and _ set _ tmp _ default _ home _ dir ( tmp _ directory, ignore _ ploomber _ stats _ enabled _ env _ var, monkeypatch ) : monkeypatch. setattr ( telemetry, " default _ home _ dir ", ". " )
[ 0.023929361253976822, 0.3667326867580414, 0.36157602071762085, 0.7390293478965759, 0.8396459221839905, 1.1096436977386475, 0.914659857749939, 0.1678047478199005, 0.5586178302764893, -0.07052107155323029, -0.6034919023513794, -0.26762619614601135, -0.3676773011684418, 1.095629334449768, 0...
def eliminate ( solution, square, value ) : pass
[ -0.02293352037668228, -0.01845194585621357, 0.07808464765548706, 1.599636197090149, -0.40662261843681335, -1.1019012928009033, 1.0540865659713745, -0.17794886231422424, 0.4067348539829254, 0.6918683648109436, -1.3149497509002686, -0.23042401671409607, 0.10890590399503708, 0.115900807082653...
def test _ set _ guidelines _ duplicates ( ufo _ module ) : _ run _ guideline _ test ( [ { " position " : ( 1, 2 ), " angle " : 90 }, { " position " : ( 1, 2 ), " angle " : 90 } ], [ { " x " : 1, " y " : 2, " angle " : 90 }, { " x " : 1, " y " : 2, " angle " : 90 } ], ufo _ module, )
[ -1.0007165670394897, 0.61761474609375, 0.4062581956386566, -0.31506723165512085, 1.159958839416504, 0.48247525095939636, 0.5085116028785706, -0.3850274682044983, -0.10564650595188141, 1.496921420097351, -1.5194140672683716, -0.08255352824926376, 0.23905086517333984, -0.002588519360870123, ...
def _ _ call _ _ ( self, * args, * * kwargs ) : wait _ for = kwargs. pop ( " wait _ for ", none ) # { { { run control key _ bits = kwargs. pop ( " key _ bits ", none ) if key _ bits is none : key _ bits = int ( np. iinfo ( self. key _ dtype ). bits ) n = len ( args [ self. first _ array _ arg _ idx ] ) allocator = kwar...
[ -0.4485934376716614, 0.12565527856349945, 1.030301570892334, 0.4428980350494385, -0.06235012412071228, -0.4473101794719696, -0.4552648663520813, -0.8899338841438293, -0.34908527135849, 0.5738982558250427, 0.23977559804916382, 0.4450252950191498, -0.1147698312997818, 1.3005976676940918, -...
def _ _ recursively _ load _ dict _ contents _ from _ group _ _ ( cls, h5file, path ) : import h5py ans = dict ( ) for key, item in h5file [ path ]. items ( ) : if key. endswith ( " _ < class'list'> " ) : tmp = cls. _ _ recursively _ load _ dict _ contents _ from _ group _ _ ( h5file, path + key +'/') ans [ key [ : - l...
[ -1.2127697467803955, -0.3555349111557007, 0.6287289261817932, -0.6049764156341553, -1.8062764406204224, -0.8611094951629639, 0.16183115541934967, -1.0735039710998535, -0.9046180248260498, -0.013529093004763126, -0.22470036149024963, -0.33663812279701233, -0.1403021663427353, 0.953912317752...
def update _ variable _ by _ id ( variable _ id ) : " " " example variable _ id = 3409643000002275025 " " " # get instance of variablesoperations class variables _ operations = variablesoperations ( ) # get instance of bodywrapper class that will contain the request body request = bodywrapper ( ) # list to hold variabl...
[ -0.1974819302558899, -0.9535629153251648, 0.9282656908035278, -0.12860725820064545, 0.8023854494094849, -0.4432748258113861, 0.18207237124443054, -0.24244073033332825, 0.21620549261569977, 0.35924628376960754, -0.6251826286315918, 0.8258991241455078, -0.8489835858345032, 0.1807869821786880...
def _ test _ permissions ( self, dbus _ method, args, permissions ) : _ permissions _ flag = false euid = os. geteuid ( ) if euid! = _ root : raise runtimeerror ( " this process should be running as root, but the current euid is % d. " % euid ) os. seteuid ( _ non _ root ) stratisdbus. reconnect ( ) try : dbus _ method...
[ -0.6737821102142334, 0.8204153180122375, 0.5096328854560852, -0.2857622504234314, 0.34264275431632996, -0.45915308594703674, 0.6972271203994751, -0.06440354883670807, 0.050950534641742706, -0.5543110966682434, 1.1092562675476074, 0.29381105303764343, -0.9270890355110168, 0.1226217150688171...
def concat _ main ( args ) : # get files directly if args. input _ filepaths is not none : files = args. input _ filepaths # or find them else : files = get _ file _ list ( args. file _ wildcard ) # no files found if len ( files ) = = 0 : msg = " no files were found. args. file _ wildcard : { } ". format ( args. file _...
[ 0.8589296936988831, 0.11205601692199707, 1.003989338874817, 0.969936192035675, 0.5781994462013245, 0.14555034041404724, 0.4509459137916565, 0.11737681925296783, -1.23600172996521, 0.32389435172080994, 0.585388720035553, 0.02822347730398178, 0.16726398468017578, 0.5012314319610596, -0.590...
def test _ repr ( self ) : expected = ( " < errorholder description ='description'" " error = { } > ". format ( repr ( self. holder. error [ 1 ] ) ) ) self. assertequal ( repr ( self. holder ), expected )
[ -0.09733407199382782, -0.26579800248146057, 0.1376650482416153, -0.6629794836044312, 0.06435462832450867, 1.0042060613632202, -0.25973811745643616, 0.5089881420135498, 0.7900053262710571, -0.6121866106987, 0.5615345239639282, 0.9975090026855469, 0.12249428778886795, -0.5671010613441467, ...
def test _ personsecurity ( self ) : # sale division self. login ( user _ name = sale _ login _ id ) # try to acceed the person module through restrictedtraverse # this will test the security of the module person _ module _ id = self. portal. getdefaultmoduleid ( portal _ type ='person') person _ module = self. portal....
[ 0.4577685296535492, -0.3052419424057007, 0.670921802520752, 0.7134736776351929, 0.4008200764656067, 0.7959962487220764, 0.841992974281311, -0.0005638977745547891, 0.6323078274726868, -0.6585951447486877, -0.1831148862838745, -0.20731963217258453, -0.9201323986053467, -0.00832495465874672, ...
def get _ net ( self ) : return self. net
[ -0.9005396366119385, -0.5635313987731934, 0.1476159393787384, 0.435795396566391, 0.5263590812683105, 0.4270921051502228, 0.04922652244567871, -1.1097784042358398, -0.33372703194618225, -1.8766659498214722, 0.0072778984904289246, 0.6167004108428955, 0.055729687213897705, 0.21398477256298065...
def modified _ fields ( self, other ) : # type : ( udmofficeobject ) - > list [ str ] result = [ ] fieldls = list ( set ( list ( self. udm _ object _ reference. keys ( ) ) ) and set ( list ( other. udm _ object _ reference. keys ( ) ) ) ) # todo review if it's an addition or subtraction for field in fieldls : own _ val...
[ -0.6956391334533691, -0.12685082852840424, 0.8866187930107117, -0.09994913637638092, 0.4102400541305542, -0.3060232996940613, 0.00467768544331193, -1.0664056539535522, 0.35125699639320374, 0.17149414122104645, -0.7046921253204346, -0.0324934646487236, -0.28576478362083435, 0.12811227142810...
def login ( cli _ context, cluster _ name, ec2 _ region, ec2 _ identity _ file ) : if cli _ context. obj ['provider'] = ='ec2': login _ ec2 ( cluster _ name = cluster _ name, region = ec2 _ region, identity _ file = ec2 _ identity _ file ) else : # todo : create unsupportedproviderexception. (? ) raise exception ( " th...
[ -0.8405193090438843, 0.07683992385864258, 0.5262070298194885, 0.5492744445800781, 0.3963265120983124, 0.5862842798233032, -0.6062521934509277, -0.29298457503318787, 0.537784218788147, 0.5708714723587036, -0.020994240418076515, 1.0280100107192993, -0.01496173720806837, -0.7371314764022827, ...
def test _ binary _ match _ not _ found ( self, basic _ logfile ) : matcher = logmatcher ( log _ path = basic _ logfile ) regex _ exp = re. compile ( b " bob " ) with pytest. raises ( timing. timeoutexception ) : matcher. match ( regex = regex _ exp, timeout = 0. 5 )
[ 0.5712676048278809, 0.20289991796016693, 0.6280975937843323, 0.4373354911804199, 0.20725508034229279, 0.936825692653656, 0.05077330023050308, 0.5322680473327637, -0.7595283389091492, -0.3692777752876282, -0.8584051132202148, -0.45613980293273926, -0.5711069703102112, 0.35553014278411865, ...
def test _ get _ team ( self ) : pass
[ 0.6982285976409912, 0.6990750432014465, 0.07600864768028259, 1.6338353157043457, 1.6019436120986938, -0.1645505726337433, 0.9765533208847046, -0.3018822968006134, -0.49618834257125854, -1.2072631120681763, -0.6705563068389893, 0.18380384147167206, -0.8456616997718811, -0.8670702576637268, ...
def sample ( self, * args ) : self. model. eval ( ) self. model. to ('cpu ', non _ blocking = true ) self. sample _ func ( * args ) self. model. to ( self. device, non _ blocking = true ) self. model. train ( )
[ -0.366407573223114, 0.6810318827629089, 0.402667760848999, 0.8362025022506714, -0.10328921675682068, 0.3995271623134613, 1.029700517654419, 0.1484997719526291, -1.0163946151733398, 0.051463451236486435, -0.1937427669763565, 0.29835599660873413, -0.059928592294454575, -0.237261101603508, ...
def callstandardcpu ( self, sharedarray, blocks, globaltimestep ) : # uppyramid of swept step for block in blocks : writeblock, readblock = block self. cpuarray [ :, :, :, : ] = sharedarray [ readblock ] self. cpu. step ( self. cpuarray, self. sets, self. start, globaltimestep ) sharedarray [ writeblock ] = self. cpuar...
[ -0.4397345781326294, 0.0014450494199991226, 0.5670793652534485, 0.3961962163448334, -0.11077319085597992, 0.18981990218162537, 1.0997734069824219, 0.06583327054977417, -0.6117162704467773, 0.665899395942688, 0.12481284141540527, 0.21134954690933228, -0.9550940990447998, 0.3387615382671356,...
def func _ tf1 _ print ( self, arg _ frame _ 1, arg _ frame _ 2 ) : try : trans = self. _ tfbuffer. lookup _ transform ( arg _ frame _ 1, arg _ frame _ 2, rospy. time ( ) ) l = [ ] l. append ('true') l. append ( trans. transform. translation. x ) l. append ( trans. transform. translation. y ) l. append ( trans. transfo...
[ -0.6400921940803528, -0.6356470584869385, 0.6280964612960815, -0.5536563396453857, 0.3005139231681824, 0.149699866771698, -0.4241166114807129, -0.3750428259372711, -0.381474107503891, 0.9843811988830566, -0.145350843667984, 0.3205356299877167, -0.34505119919776917, -0.19934812188148499, ...
def google _ disconnect ( ) : access _ token = flask. session. get ('access _ token') if access _ token is none : response = flask. make _ response ( json. dumps ('current user not connected'), 401 ) response. headers ['content - type'] ='application / json'return response url = ('https : / / accounts. google. com / o ...
[ -0.07833372056484222, -0.7491686344146729, 1.007939100265503, 0.23886257410049438, 0.26752549409866333, -0.10490530729293823, 0.37332552671432495, -0.19624777138233185, 0.6189277768135071, 0.048366133123636246, 0.4567950367927551, 0.4693625271320343, 0.14899230003356934, -0.459288567304611...
def format _ node ( self, node ) : if'leaf'in node : inner _ js ='return { leaf } ; '. format ( * * node ) else : if self. fnames : stmt ='<'val = node ['split _ condition'] if self. categoricals : for cat in categoricals : if cat in node ['split'] : val = node ['split']. replace ( cat,'' ) node ['split'] = cat stmt = ...
[ -0.6455538272857666, -0.2515087425708771, 0.5679262280464172, -0.8280867338180542, -0.602838933467865, -1.1154295206069946, -0.2626420259475708, 0.45974451303482056, -0.3396443724632263, 0.47662079334259033, 0.7682247757911682, 0.6135440468788147, 1.001602053642273, 0.5932936668395996, 0...
def evaluate _ action ( calculator, unit ) : try : # get function name func = getattr ( calculator, f " { unit } _ since _ birth " ) # execute function and store result result = func ( ) # print result print ( f " it has been { result } { unit } since your birth! \ n " ) except attributeerror : print ( f " method calle...
[ -0.26625651121139526, -0.13578525185585022, 0.5834736824035645, 0.2963360548019409, 0.28959470987319946, 0.3157808482646942, 0.8913552761077881, -0.5650086998939514, -0.6293827891349792, -0.403836727142334, 0.19476738572120667, 0.7009033560752869, 0.2794013023376465, 0.28140589594841003, ...
def check _ patient _ permission ( patient _ id ) : if current _ user. is _ patient _ user ( ) and not current _ user. is _ current _ patient ( patient _ id ) : abort ( 403 ) return
[ 0.5444376468658447, 0.10393831878900528, 0.6003496050834656, 1.035111904144287, -0.26612916588783264, 0.8820322155952454, 0.13140985369682312, -0.4017936885356903, -0.03358259052038193, 0.43225231766700745, 1.5463117361068726, 1.3764190673828125, -0.0035318871960043907, 0.09033194184303284...
def vote ( self, vote ) : operator = vote. get _ operator _ for _ delegate ( self. _ _ segment. delegate ) if operator = ='-': self. _ _ voting = false if operator = ='+': self. _ _ voting = true
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def _ calculate _ max _ noise _ std ( self ) - > float : max _ noise _ std = 1 pld _ epsilon = self. _ total _ epsilon + 1 while pld _ epsilon > self. _ total _ epsilon : max _ noise _ std * = 2 pld = self. _ compose _ distributions ( max _ noise _ std ) pld _ epsilon = pld. get _ epsilon _ for _ delta ( self. _ total ...
[ 0.6775236129760742, 0.04857873171567917, 0.7079644799232483, -0.1748834103345871, -0.27627453207969666, 0.39320266246795654, -0.07531704753637314, 0.4459677040576935, -0.15122857689857483, -0.13215084373950958, -0.9135188460350037, 0.38533270359039307, 0.0849936455488205, 0.052478078752756...
def _ calculate _ probabilities ( self ) - > cube : multiplier = self. _ get _ multiplier ( ) thresh _ name = self. thresh _ coord. name ( ) cubelist = iris. cube. cubelist ( [ ] ) for ( lower _ cube, upper _ cube ) in self. cube _ slices : # construct difference cube between _ thresholds _ data = ( lower _ cube. data ...
[ -0.04079282283782959, -0.28075721859931946, 0.9036909937858582, 0.06120423600077629, -0.6696520447731018, 0.033879753202199936, 0.48356640338897705, 0.10838115960359573, -0.43217697739601135, 0.8903668522834778, -0.5614621043205261, -0.11771418899297714, -0.16577781736850739, -0.5621598958...
def bleu _ score ( candidate, references, n, brevity = false ) : candidate _ n = to _ ngram ( candidate, n ) n = len ( candidate _ n ) references _ n = list ( ) for reference in references : references _ n. append ( to _ ngram ( reference, n ) ) c = 0 for ngram in candidate _ n : j = 0 flag = false while j! = len ( ref...
[ -0.015528375282883644, 0.07140859961509705, 0.7832157611846924, -0.1781318634748459, 0.2509785294532776, -0.5133124589920044, 0.018931085243821144, 0.4649867117404938, -0.1267116814851761, 0.8268333673477173, 0.28722575306892395, 0.5030350089073181, -0.8923804759979248, 0.14577098190784454...
def set _ both _ leds ( self, r, g, b ) : self. _ set _ led ( self. command _ set _ leds, r, g, b )
[ -0.6442846655845642, -0.64640873670578, 0.4104885160923004, 0.009539091028273106, 1.0471093654632568, 0.6116195917129517, -0.24534298479557037, -0.4817557632923126, -0.2914848327636719, 0.05025342106819153, -0.8621206283569336, 1.4249120950698853, -1.0518730878829956, 0.8335392475128174, ...
def metadata _ and _ language _ from _ option _ line ( self, line ) : if self. start _ code _ re. match ( line ) : self. language, self. metadata = \ self. options _ to _ metadata ( self. start _ code _ re. findall ( line ) [ 0 ] )
[ -0.0029848399572074413, -0.3769617974758148, 0.3988054394721985, -0.14770565927028656, 1.0645040273666382, -0.05412329360842705, -0.040670305490493774, 0.5923877954483032, -0.24902845919132233, 0.9620776772499084, -0.45906516909599304, 0.42818593978881836, 0.30063676834106445, -0.110272593...
def product _ options ( ) : opts = productoption. objects. all ( ) return opts
[ 0.17798291146755219, -0.3781948983669281, 0.36354780197143555, 1.418737769126892, 1.0900943279266357, -0.22120952606201172, -0.23296232521533966, -0.8681744933128357, -0.13270486891269684, 1.6285961866378784, -0.6437391638755798, 0.22613269090652466, 0.9608805179595947, -0.3535711765289306...
async def test _ missing _ property ( caplog, v3 _ server, v3 _ subscriptions _ response ) : v3 _ server. get ( ( f " https : / / api. simplisafe. com / v1 / users / { test _ user _ id } " " / subscriptions? activeonly = true " ), status = 200, body = v3 _ subscriptions _ response, ) async with aiohttp. clientsession (...
[ 0.5514669418334961, -0.5530821084976196, 0.5024142265319824, -0.03785528987646103, 0.5100139379501343, 1.2050284147262573, -0.33904221653938293, -0.16627299785614014, 1.0053045749664307, -0.6954743266105652, -0.15732839703559875, 0.049719978123903275, -0.4031706750392914, -0.50927501916885...