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def keystone _ auth ( self, user, password, auth _ url, service, tenant _ name ) : # normalize uri to ensure / tokens is in it. if'tokens'not in auth _ url : auth _ url = auth _ url. rstrip ('/') +'/ tokens'creds = {'auth': {'passwordcredentials': {'username': user,'password': password, },'tenantname': tenant _ name, }...
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def set _ import _ groups ( self, preset : str = none ) : if preset is not none : if preset in import _ presets : groups = import _ presets [ preset ] self. import _ groups = sorted ( groups, key = lambda grp : len ( grp [ 0 ] ), reverse = true )
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def fromyaml ( cls, yamlfile, cache, platforms, arches ) : with open ( yamlfile ) as y : config = yaml. safe _ load ( y ) return cls ( config, cache, platforms, arches )
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def is _ user _ online ( self, username : str ) - > bool : pass
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async def webhook _ handle ( self, request ) : if request. headers. get ( " x - telegram - bot - api - secret - token " )! = self. _ webhook _ uuid : logger. warning ( " probably, a malicious request! " + request ) return web. response ( status = 403 ) update = await request. json ( loads = self. json _ deserialize ) s...
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def truststore _ version ( self ) - > optional [ str ] : return pulumi. get ( self, " truststore _ version " )
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def generate _ trajectory ( group _ membership, num _ levels = 4 ) : delta = compute _ delta ( num _ levels ) # infer number of groups ` g ` and number of params ` k ` from # ` group _ membership ` matrix num _ params = group _ membership. shape [ 0 ] num _ groups = group _ membership. shape [ 1 ] # matrix b - size ( g...
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def winbio _ winbioenumdatabases ( jitter ) : ret _ ad, args = jitter. func _ args _ stdcall ( [ " factor ", " storageschemaarray ", " storagecount " ] ) raise runtimeerror ('api not implemented') jitter. func _ ret _ stdcall ( ret _ ad, ret _ value )
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def get _ pdf _ page ( pdf, page, out _ dir ) : output _ file = os. path. join ( out _ dir,'pdf. pdf') if os. path. exists ( output _ file ) and os. path. isfile ( output _ file ) and options. overwrite : # delete the file if it exists and we set - - overwrite os. remove ( output _ file ) logger. debug ( " { } exists a...
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def dns _ spf ( self, domain ) : # for performance, check for most common case of txt first a = [ t for t in self. dns _ txt ( domain ) if isspf ( t ) ] if len ( a ) > 1 : raise permerror ('two or more type txt spf records found.') if len ( a ) = = 1 and self. strict < 2 : return a [ 0 ] # check official spf type first...
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def _ _ getitem _ _ ( self, item ) : if item = = 0 : return self. x elif item = = 1 : return self. y else : raise indexerror ( " index out of range : vector 2d has x [ 0 ] and y [ 1 ] items. item calls greater than 1 " " not permitted " )
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def test _ get _ worker _ containertask _ child ( self ) : for i in range ( len ( self. container _ task. subtasks ) ) : returned = self. container _ task. subtasks [ i ]. task. get _ worker ( ) self. assert _ ( returned,'no worker was returned') self. assertequal ( returned, self. worker,'worker retrieved was not the ...
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async def get _ one _ payload _ info ( self, payload : union [ payload, dict ] ) - > mythicresponse : url = " { } { } : { } / api / v { } / payloads / { } ". format ( self. _ http, self. server _ ip, self. _ server _ port, self. _ server _ api _ version, str ( payload. uuid if isinstance ( payload, payload ) else paylo...
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def get _ title ( info : documentinformation ) - > str : try : title = info. title if title is not none : return title except attributeerror : pass try : return info ['/ title'] except keyerror : pass return''
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def reader ( self, fp, encoding ) : _, suffix = os. path. splitext ( fp. name ) if suffix = = '. gz': fp. close ( ) return gzip. open ( fp. name ) elif suffix = = '. json': return json. load ( fp ) elif suffix = = '. csv'or self. delimiter : return csvreader ( fp, encoding, delimiter = self. delimiter or ',') elif suff...
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def _ create _ user ( self, email, password, is _ superuser, * * extra _ fields ) : now = timezone. now ( ) groups = extra _ fields. pop ('groups ', [ ] ) email = self. normalize _ email ( email ) user = self. model ( email = email, is _ active = true, is _ superuser = is _ superuser, date _ joined = now, * * extra _ f...
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def write _ header _ sam ( infile, outfile, legal ) : goodcount, badcount = int ( 0 ), int ( 0 ) with open ( infile,'r') as fhin, open ( outfile,'a') as fhout : for line in fhin : if line. startswith ( " @ " ) : fhout. write ( line ) if not line. startswith ( " @ " ) and len ( line. split ( ) ) > 5 : if good _ cigar ( ...
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def _ _ del _ _ ( self ) : if hasattr ( self, " client " ) and isinstance ( self, client ) : self. client. close ( )
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def lnprob ( self, val ) : return self. rv. logpdf ( val )
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def transactions ( self, market _ id : str ) : return self. _ transactions ( market _ id, " transactions " )
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def load _ file _ into _ model ( filename, fmt = " rdfxml " ) : # create an empty model model = create _ empty _ model ( ) # create a parser try : parser = rdf. parser ( name = fmt ) except : print " failed to create rdf. parser. " return none # create a file : uri for the filename to load file _ uri = " file :. / % s ...
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def scanvardetector ( pentadlist = [ ], debugmode = false ) : i = 0 for i in range ( len ( pentadlist ) ) : pentadlist [ i ]. text = pentadlist [ i ]. text. replace ( " getchar ( ) ", " 0 " ) pentadlist [ i ]. text = pentadlist [ i ]. text. replace ( " getchar ( ) ", " 0 " ) pentadlist [ i ]. text = pentadlist [ i ]. t...
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def _ _ init _ _ ( self, * args, * * kwargs ) : super ( sent, self ). _ _ init _ _ ( * args, * * kwargs ) self. kivy _ state = kivy _ state _ variables ( ) if self. kivy _ state. selected _ address = ='' : if app. get _ running _ app ( ). identity _ list : self. kivy _ state. selected _ address = app. get _ running _ a...
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def prime _ generator ( num ) : lst = [ ] i = 2 while len ( lst ) < num : if is _ prime ( i ) : lst. append ( i ) i + = 1 return lst
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def create _ connection ( boto _ ses : boto3. session. session, aws _ region : str, oss _ endpoint : str, test : bool = true, ) - > opensearch : # ensure that the endpoint doesn't have the ` ` https : / / ` ` part if oss _ endpoint. startswith ( " https : / / " ) : oss _ endpoint = oss _ endpoint. replace ( " https : /...
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def generate _ email _ server ( tmpdir ) : if not isinstance ( tmpdir, py. path. local ) : tmpdir = py. path. local ( tmpdir ) cert _ file, key _ file = generate _ cert _ and _ key ( tmpdir ) ctx = ssl. create _ default _ context ( ssl. purpose. client _ auth ) ctx. load _ cert _ chain ( cert _ file, keyfile = key _ fi...
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def myreshape ( x ) : return tf. reshape ( x, [ - 1, 28, 28, 1 ], name = " re " )
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def prepare _ mnist _ data ( filename ) : # in format label, pixels... data = spark. read. format ( " csv " ). option ('header ','false'). option ('inferschema ','true'). load ( filename ) data = data. withcolumnrenamed ('_ c0 ','label') # get columns that represent features features _ list = data. columns # pop last c...
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def _ _ iter _ _ ( self ) : # separately process each sentence and form a new one for sent in self. sents : new _ sent = [ ] for word in sent : new _ sent. extend ( self. grammer ( word ) ) yield new _ sent
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def target _ attrs ( self, target _ attrs ) : self. _ target _ attrs = target _ attrs
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async def download _ payload ( self, payload : union [ payload, dict ] ) - > bytes : url = " { } { } : { } / api / v { } / payloads / download / { } ". format ( self. _ http, self. server _ ip, self. _ server _ port, self. _ server _ api _ version, str ( payload. uuid if isinstance ( payload, payload ) else payload [ "...
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def _ pointonfence _ ( self, point, fence ) : segmentpoint1 = ( fence. x, fence. y ) segmentpoint2 = ( fence. x2, fence. y2 ) intersection = pointmath. perpendicularintersection ( point, segmentpoint1, segmentpoint2 ) if pointmath. pointinsegment ( intersection, segmentpoint1, segmentpoint2 ) : return diagramdata. _ po...
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def run ( ) : verified _ us _ dollars = getdollars ( ) print'''you will be converting'' ', verified _ us _ dollars,'''dollars to euros. \ n'''print'''the current exchange rate is'' ', euro _ conversion _ rate,'' ', euros to $ 1. 00 us dollar.'''print " $ ", verified _ us _ dollars,'''converted to euros is'' ', convertd...
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def getaction ( self, gamestate ) : util. raisenotdefined ( )
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def get _ wlst _ mode _ as _ string ( model _ context ) : return wlstmodes. from _ value ( model _ context. get _ target _ wlst _ mode ( ) )
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def total _ no _ slice ( value ) : no _ 4160 = np. multiply ( np. nansum ( value [ 25 : 45, :, : ], axis = 0 ), ocean _ mask _ cesm ) ; no _ 4160 [ no _ 4160 = = 0 ] = np. nan no _ 8100 = np. multiply ( np. nansum ( value [ 75 : 95, :, : ], axis = 0 ), ocean _ mask _ cesm ) ; no _ 8100 [ no _ 8100 = = 0 ] = np. nan ret...
[ -0.5859787464141846, -0.055290404707193375, 0.7090654373168945, -0.41529354453086853, -0.08000754565000534, -0.13861703872680664, 1.3146624565124512, -0.6704282164573669, 0.697593629360199, 1.0708948373794556, -0.4234037697315216, 0.16536611318588257, 1.0946831703186035, 0.4139624238014221...
def return _ line _ profile ( self, imdata, src, dst, lw, plotflag = false ) : linewidth = lw output = profile _ line ( imdata, src, dst ) # voxel values along specified line # plot profile line output vs. voxel sampled if plotflag : plt. figure ( ) plt. plot ( output ) plt. xlabel ('voxels') plt. ylabel ('signal') plt...
[ 0.7149288654327393, 0.23205450177192688, 0.9776490330696106, -0.4717923700809479, -0.48249104619026184, -0.11486748605966568, -0.000012577281268022489, -0.10277999192476273, 0.5233952403068542, 0.22863706946372986, 0.4265633523464203, -0.03749873861670494, 0.014968732371926308, -0.41992712...
def execute _ query ( connection : mysqlconnection, query : str ) - > none : cursor = connection. cursor ( ) try : cursor. execute ( query ) connection. commit ( ) print ( " dbquery executed successfully " ) except error as e : print ( f " the error'{ e }'occurred " )
[ 0.36089253425598145, 0.11105417460203171, 0.49286729097366333, 0.22101841866970062, 0.9273777604103088, 0.6017223596572876, -1.1162141561508179, 0.2726535499095917, -0.3354768455028534, 0.5163605809211731, 0.6199087500572205, -0.01002921536564827, -0.5623653531074524, -0.44920289516448975,...
def calc _ topos ( t _ obs : np. ndarray, site _ name : str ) : # convert site _ name to lower case site _ name = site _ name. lower ( ) # only look up splined topos if t _ obs is passed and site name is not geocenter if t _ obs is not none and site _ name! ='geocenter': try : # try to find the spline for this site nam...
[ -0.4483841359615326, 0.6846639513969421, 0.79642653465271, -0.3992219567298889, -0.5292338728904724, -0.06932937353849411, 0.2910972833633423, 0.12184540927410126, 0.4259933829307556, 0.4386691153049469, -0.44912415742874146, -0.4483214020729065, 1.125369668006897, -0.32696568965911865, ...
def sample _ hyperparameters ( num _ of _ sub _ experiments, grid ) : print ( " creating { } sub - experiments... ". format ( num _ of _ sub _ experiments ) ) created _ hps = { } while len ( created _ hps ) < num _ of _ sub _ experiments : hps = { } for hp _ name, hp _ values in grid. items ( ) : hps [ hp _ name ] = ra...
[ -0.17865020036697388, 0.7515376806259155, 0.5827770829200745, 0.07920687645673752, -0.34378522634506226, 0.4885078966617584, -0.1315898597240448, -0.16114774346351624, -0.5919605493545532, 0.34469884634017944, -0.5000287890434265, 0.10167664289474487, 0.10397930443286896, 0.544329643249511...
def _ _ init _ _ ( self, object _ id, subject _ id, predicate ) : self. object _ id = object _ id self. subject _ id = subject _ id self. predicate = predicate
[ 1.2684762477874756, -0.7169893980026245, 0.6082276701927185, 0.43857839703559875, -0.17511118948459625, 0.5576230883598328, -0.7355273365974426, 1.165634274482727, -0.4098794758319855, 0.09079624712467194, 0.15135802328586578, 1.596785545349121, 0.45188435912132263, 0.01161094382405281, ...
def grad ( self, a, b, c, d, e ) : grada = np. zeros ( a. shape ) gradb = np. zeros ( b. shape ) gradc = np. zeros ( c. shape ) gradd = np. zeros ( d. shape ) grade = np. zeros ( e. shape ) ai = [ np. eye ( len ( b ) ) ] for i in xrange ( self. predcount ) : ai. append ( np. dot ( a, ai [ - 1 ] ) + np. eye ( len ( b ) ...
[ 0.11670952290296555, 0.30109143257141113, 0.9219079613685608, -1.1076971292495728, 0.449989914894104, 1.0102484226226807, 0.27631980180740356, 0.25598350167274475, -1.312744140625, 0.6623605489730835, 0.589486837387085, 0.48423662781715393, 0.019555428996682167, 0.40695875883102417, 0.11...
def _ _ getitem _ _ ( self, index ) : img _ basename = self. list _ sample [ index ] path _ img = os. path. join ( self. root, img _ basename + '. jpg') path _ seg = os. path. join ( self. root, img _ basename +'_ seg. png') assert os. path. exists ( path _ img ),'[ { } ] does not exist '. format ( path _ img ) assert ...
[ -1.4643818140029907, -0.3288346230983734, 0.8995199203491211, -0.98552405834198, -0.21349874138832092, -0.5436956882476807, 0.5358209013938904, -0.36703982949256897, 0.579632580280304, 0.790740966796875, -0.19576933979988098, -0.5068303346633911, 0.6772791147232056, 0.29681193828582764, ...
def modularcausalattention ( d _ feature, n _ heads = 1, sparsity = none, dropout = 0. 0, max _ inference _ length = 2048, kernel _ size = 1, mode ='train') : n _ modules = n _ heads if sparsity is none else sparsity @ assert _ shape ( '... a - >... b') def processinglayer ( ) : assert d _ feature % n _ modules = = 0 r...
[ 0.6195183992385864, 0.02522103488445282, 0.63344407081604, -0.4346154034137726, -0.6132306456565857, -0.4912472069263458, 0.7338153719902039, 0.4762052595615387, 1.1010377407073975, 0.2752610146999359, 0.4406134784221649, 0.014634340070188046, 0.09920957684516907, 0.12429756671190262, 0....
def _ _ init _ _ ( self, number _ of _ agents ) : super ( ). _ _ init _ _ ( number _ of _ agents ) self. _ strat _ bind = dict ( )
[ 0.2302141636610031, 0.22394010424613953, 0.47357937693595886, -0.22165381908416748, -0.786563515663147, -0.28778576850891113, 0.14525127410888672, -0.2317424863576889, 0.11593159288167953, 0.13489313423633575, -0.7011600732803345, -0.3864154815673828, 0.17710961401462555, 0.428658783435821...
def preprocess _ image ( img, means, stds ) : img = img. astype ( np. float32 ) img = ( img - means ) / stds return img
[ -0.1806301474571228, 1.038744330406189, 0.25986260175704956, -0.7861428260803223, 0.03328792378306389, 0.5567418336868286, -0.057449325919151306, -0.421806663274765, 0.3435695171356201, 0.32964903116226196, 1.2372875213623047, 0.8626289367675781, 0.4184624254703522, 0.6226201057434082, 0...
def filter _ id ( request, id : str = none ) - > httpresponse : if id is none : articles = _ _ default _ articles _ query ( request. user. is _ superuser ) logger. debug ( " no filter given " ) elif not id. isnumeric ( ) : articles = [ ] logger. error ( " filter is not a numeric " ) else : articles = _ _ default _ arti...
[ 0.08109834790229797, 0.2038763463497162, 0.48121321201324463, 0.8876030445098877, -0.97340989112854, 0.13209253549575806, -0.13334813714027405, 0.6145792007446289, 0.2026847004890442, -0.19452306628227234, 0.8535044193267822, -0.0678621158003807, -0.4388512969017029, -0.0010961624793708324...
def test _ check _ input _ invalid _ basevalues ( ) : with pytest. raises ( typeerror ) : mob. check _ inputs ( chmask, basevalues = 0, window _ idx ='invalid')
[ 0.11726605147123337, 0.19418437778949738, 0.37423890829086304, 1.5903085470199585, 0.7726000547409058, 1.0229666233062744, 0.11041203141212463, -0.1610751450061798, -0.2880001366138458, -0.662693440914154, -0.10850691795349121, 0.5211619138717651, -0.9909752607345581, 0.9352220892906189, ...
def add _ segment ( self, new _ edge ) : if self. valid _ next _ segment ( new _ edge ) : self. segments. append ( new _ edge ) pass
[ -0.8165655136108398, 0.0814608782529831, 0.4160318970680237, 0.1604013442993164, 1.0699429512023926, 0.7035630345344543, -0.5463572144508362, 0.023050295189023018, 0.507506251335144, 0.12957926094532013, -0.07242486625909805, -0.8422816395759583, -0.6811932921409607, 0.1835344284772873, ...
def auto _ assign _ uid ( self ) : map = uidmap. query. filter ( uidmap. used = = false ). order _ by ( asc ( uidmap. uid ) ). limit ( 1 ) [ 0 ] self. uid = map. uid self. gid = map. uid map. used = true # db. session. add ( self ) db. session. add ( map ) # db. session. commit ( )
[ -0.988921046257019, -1.2851005792617798, 0.5837000608444214, 0.05906406044960022, 0.4905523359775543, 0.34574469923973083, 1.086891531944275, 0.9451470971107483, 0.14727026224136353, -0.4692862033843994, 0.2230585813522339, 0.29446184635162354, -0.6222866773605347, 0.9873055219650269, -0...
def serialize ( self, root ) : if ( root = = none ) : return " { } " ; queue = [ root ] index = 0 while index < len ( queue ) : if queue [ index ]! = none : queue. append ( queue [ index ]. left ) queue. append ( queue [ index ]. right ) index + = 1 while queue [ - 1 ] = = none : queue. pop ( ) return " { % s } " % ', ...
[ 0.13793151080608368, -0.2625386416912079, 0.7387882471084595, -0.400438129901886, -0.8298585414886475, -0.677790105342865, -0.33510032296180725, -0.43049418926239014, 0.4959864616394043, 0.6826484799385071, -0.2513302266597748, 0.5102506875991821, -0.07479508221149445, 0.9411068558692932, ...
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, without normalization') # print ( cm ) plt. ...
[ -0.09455278515815735, 0.16798889636993408, 0.6570551991462708, 0.1348978579044342, -0.7410715222358704, 0.0240949634462595, 1.135524868965149, 0.12065578252077103, 0.42435210943222046, 0.294864684343338, 1.0734190940856934, 0.47990986704826355, -0.13875211775302887, 0.1991478055715561, 0...
def get ( cls, batch _ prediction _ job _ id ) : batch _ job = super ( batchpredictionjob, cls ). get ( none, batch _ prediction _ job _ id ) batch _ job. id = batch _ prediction _ job _ id return batch _ job
[ 0.3866412043571472, -0.3261330723762512, 0.3323827087879181, 0.4643988609313965, 0.01223413273692131, 0.34319499135017395, -1.052380919456482, 0.6080663800239563, -0.903261125087738, -0.44061478972435, -0.3247130215167999, 1.28135085105896, 0.061714962124824524, 0.3295758068561554, 0.004...
def baseline _ user _ item _ specific ( data, mean, set _ num = 0 ) : if mean = = " user " : flag = 1 inv _ flag = 0 else : flag = 0 inv _ flag = 1 # number of elements for which the baseline is computed num = max ( set _ num, data. shape [ flag ] ) # obtain r _ demeaned ( ratings minus global avg ) global _ mean = bas...
[ -0.22525806725025177, 0.6067197918891907, 0.8018163442611694, 0.6033759713172913, -0.05847704038023949, 0.497249573469162, 0.08387013524770737, 0.7239269018173218, -0.14233344793319702, 0.9055750966072083, -0.5120769143104553, 1.3750219345092773, -0.9201585054397583, -0.5359221696853638, ...
def get _ csv _ files ( isodate, form ) : for subform, info in form _ data [ form ]. items ( ) : dbf _ filename = make _ dbf _ filename ( isodate, info ['postfix'], form ) csv _ filename = make _ csv _ filename ( dbf _ filename, info ['db _ table'] ) csv _ dir = get _ public _ data _ folder ( form,'csv') csv _ path = o...
[ -0.22993704676628113, 0.12350619584321976, 0.47040683031082153, 0.5962445139884949, 0.24819307029247284, 0.5110612511634827, -0.25356224179267883, 0.2492583990097046, -1.093947172164917, -0.9372264742851257, 0.049676548689603806, -0.40893977880477905, 0.948245108127594, 0.4775314927101135,...
def get _ random _ alnum ( length : int ) - > str : alnum _ chars = string. ascii _ letters + string. digits return''. join ( random. choice ( alnum _ chars ) for _ in range ( length ) )
[ -0.661858856678009, -0.855323314666748, 0.3525049686431885, -1.2591910362243652, -0.7305409908294678, 0.7404848337173462, -0.1267402470111847, -0.055082060396671295, 1.3685168027877808, -0.1594298928976059, -0.2418859750032425, 1.1088820695877075, 0.22519563138484955, -1.0084530115127563, ...
def get _ mapping _ value _ type ( tp : type ) - > type : if not is _ mapping _ type ( tp ) : raise valueerror ('get _ mapping _ value _ type ( ) called with non - mapping type.') return tp. _ _ args _ _ [ 1 ]
[ -1.0623902082443237, 0.49567094445228577, 0.5796723365783691, 0.34104248881340027, 0.23783992230892181, 0.7324123382568359, 0.7638342380523682, -0.578102707862854, 0.26570209860801697, 0.35152921080589294, 0.27106451988220215, -0.015130934305489063, 0.4687896966934204, 0.6152709126472473, ...
def jinc _ bracewell ( rho ) : return ( _ math. pi / 2. 0 ) * jinc ( _ math. pi * rho, false )
[ 0.8703591823577881, -0.6627554297447205, 0.31362712383270264, 0.6849508285522461, -0.6065493822097778, 0.5064589381217957, 0.7216759324073792, -1.618589997291565, -0.25436052680015564, -0.13429266214370728, -0.1771164834499359, 0.1722002774477005, -1.0495309829711914, 0.8090903162956238, ...
def readgrammar ( rulesfile, lexiconfile, start, backtransformfile = none ) : global grammar, backtransform rules = ( gzip. open if rulesfile. endswith ( '. gz') else open ) ( rulesfile ). read ( ) lexicon = codecs. getreader ('utf - 8') ( ( gzip. open if lexiconfile. endswith ( '. gz') else open ) ( lexiconfile ) ). r...
[ 0.46150079369544983, -0.14831435680389404, 0.7400784492492676, -0.1746954321861267, -0.2284809648990631, 0.018870724365115166, 0.14197298884391785, 0.8108201026916504, -1.2679928541183472, 0.1293584406375885, 0.09514643251895905, 0.9949278831481934, -0.5511218309402466, -0.2314792275428772...
def note _ list _ no _ unisons ( self ) : pure _ notes = [ ] for score, path in zip ( self. scores, self. paths ) : parts = score. getelementsbyclass ( stream. part ) for part in parts : notelist = part. flat. getelementsbyclass ( ['note ','rest'] ) prev _ pitch = none for note in notelist : if not note. isrest and not...
[ -0.4294693171977997, -0.7129497528076172, 0.731395959854126, 0.23447991907596588, 0.6955693364143372, 0.853100061416626, 0.9279686808586121, -0.525967001914978, 0.28251340985298157, 0.23403437435626984, -0.5317211747169495, -0.09206642210483551, -0.29132911562919617, -0.004100803751498461,...
def _ check _ cron ( self, now ) : for i in range ( 5 ) : #'*'should match no matter what if self. _ cron _ specs [ i ] = ='*': now [ i ] ='*'# todo : handle more interesting cron settings than just numbers and'*'return now = = self. _ cron _ specs
[ -0.17554664611816406, -0.12669122219085693, 0.5076037645339966, 0.7958019971847534, -0.14954592287540436, -0.25146713852882385, -0.1718035191297531, -0.010686105117201805, -0.782507598400116, 0.4775864779949188, -0.10299023240804672, 0.020751647651195526, -0.8855763673782349, 0.59297740459...
def test _ save ( self ) : self. state. save ( ) self. assertisinstance ( self. state. created _ at, datetime. datetime )
[ -0.46424049139022827, 0.5361975431442261, 0.4392377734184265, 0.2569469213485718, 1.3275432586669922, 0.7769424319267273, -0.359285831451416, -0.2051791101694107, 0.23950093984603882, -0.27198517322540283, -1.0673861503601074, -0.7164419293403625, 0.4328897297382355, -0.1470118910074234, ...
def process _ payloads _ ipfuzzing _ octal ( self, payloads ) : # ip fuzzing ( octal ) if self. options. doo : resulting _ payloads = [ ] for payload in payloads : payload [ " payload " ] = self. process _ ipfuzzing _ octal ( payload [ " payload " ] ) resulting _ payloads. append ( payload ) return resulting _ payloads...
[ -1.256622314453125, -0.2080906331539154, 0.5848149061203003, -0.03870619088411331, -0.0648752748966217, -0.24561937153339386, -0.3794138431549072, -1.1674675941467285, 0.46814823150634766, 0.043187662959098816, 0.16376417875289917, -1.1675711870193481, -0.18116527795791626, 0.5224278569221...
def check _ if _ exist ( string ) : global dead available _ inputs = [ " right ", " left ", " backwards ", " forwards " ] # directions the user can choose given _ input = string. lower ( ) if given _ input in available _ inputs : if given _ input = = " right " : # good choice! print ( " you rush into the nearby trees f...
[ -0.47861412167549133, -0.5073322057723999, 0.8337998986244202, 0.6218631863594055, -0.06382786482572556, 0.5977609157562256, 0.28308600187301636, -0.12484121322631836, 0.04119190573692322, 0.1241798847913742, -0.0930008813738823, 0.5456537008285522, -0.2088077962398529, 0.34886598587036133...
def move _ to _ center ( self ) : screen = qdesktopwidget ( ). screengeometry ( ) size = self. geometry ( ) self. move ( ( screen. width ( ) - size. width ( ) ) / 2, ( screen. height ( ) - size. height ( ) ) / 2 )
[ -0.14104461669921875, -0.26351040601730347, 0.5668185353279114, 0.49648362398147583, -0.3187316656112671, -0.005231291987001896, 0.1537066549062729, -0.7349904775619507, 0.48247474431991577, 0.6382728815078735, 0.15363796055316925, 0.29425930976867676, 0.20918256044387817, 0.29320895671844...
def user ( self ) : return self ['user']
[ -0.5665954351425171, -0.4860364496707916, -0.06155698001384735, 0.5107755064964294, 0.07691621035337448, 0.667441725730896, 0.6078451871871948, -0.4221775233745575, 0.4703109562397003, -1.1926167011260986, -0.38513022661209106, 0.368935227394104, 0.6854778528213501, -1.0341265201568604, ...
def _ read _ behav _ file ( self, file _ path, sep, index _ col, * * kwargs ) : df = pd. read _ csv ( file _ path, sep = sep, index _ col = index _ col, * * kwargs ) df. index = [ str ( i ) for i in df. index. tolist ( ) ] return df
[ 0.026869941502809525, 0.036541324108839035, 0.42755937576293945, 0.16604682803153992, 0.9767591953277588, 0.09569759666919708, 0.028522895649075508, 0.5950963497161865, -0.9336626529693604, -0.16227267682552338, 1.0106444358825684, 1.092943787574768, 0.05053672939538956, -1.565430164337158...
def average _ reward ( benchmark _ data, episodes = 0 ) : if not isinstance ( benchmark _ data, list ) : benchmark _ data = [ benchmark _ data ] array = np. array ( [ experiment _ data ['results'] ['episode _ rewards'] [ - episodes : ] for experiment _ data in benchmark _ data ] ) return array. mean ( ), array. std ( )
[ -0.38199305534362793, 0.061861131340265274, 0.3582707643508911, -0.4561629593372345, 0.7624492645263672, 0.13805405795574188, -0.6459736227989197, 0.611050009727478, -0.2259027659893036, 1.7900333404541016, 0.2077658325433731, 1.4225916862487793, -0.5363459587097168, -0.028358852490782738,...
async def get _ file ( self, file _ id ) : json = await self. api _ call ( " getfile ", file _ id = file _ id ) return json [ " result " ]
[ -0.4244174659252167, 0.6906676888465881, 0.17465904355049133, 0.2526220381259918, 1.5064853429794312, -0.9629411101341248, -1.0156607627868652, -0.07529879361391068, -0.6500117778778076, -0.42979270219802856, 0.14436101913452148, 0.6182968616485596, -0.5338017344474792, 0.6452850699424744,...
def atomic _ streamed _ file _ process ( in _ path, out _ path, process _ func ) : with open ( in _ path,'r') as in _ file, open ( out _ path + '. temp ','w') as out _ file : success = process _ func ( in _ file, out _ file ) if success : if os. path. exists ( out _ path ) : os. chmod ( out _ path, s _ iwusr | s _ irea...
[ 1.1258255243301392, -0.18506814539432526, 0.7701154947280884, 0.28743335604667664, -0.35510769486427307, 0.020833948627114296, 0.6830063462257385, 0.4514911472797394, -0.6052789688110352, 0.8817914128303528, 0.6535800695419312, 0.834647536277771, -0.03349661827087402, -0.2501808702945709, ...
def setup _ superpanel ( self ) : self. superpanel = false self. subpanels = set ( ) if self. data [ " genes " ] : if " panel " in self. data [ " genes " ] [ 0 ] : self. superpanel = true self. subpanels. update ( [ ( gene [ " panel " ] [ " id " ], gene [ " panel " ] [ " name " ], gene [ " panel " ] [ " version " ] ) f...
[ 0.33358997106552124, -0.31218859553337097, 0.6491100788116455, -1.111506462097168, -0.21679285168647766, 0.2596105635166168, -0.8661041855812073, 0.30465495586395264, -0.6029533743858337, -0.1959455907344818, -1.0005245208740234, 0.7362412214279175, -0.6430638432502747, 0.6579280495643616,...
async def metadata ( self, path, revision = none, * * kwargs ) : if path. is _ dir : return ( await self. _ metadata _ folder ( path ) ) return ( await self. _ metadata _ file ( path, revision = revision ) )
[ -0.12583789229393005, 0.47338828444480896, 0.4483543038368225, 0.6181102395057678, -0.09305655211210251, -0.06793925911188126, -0.8338308930397034, -0.19328096508979797, -0.22082220017910004, 0.1980268806219101, 0.919806957244873, 0.6919765472412109, 0.14943668246269226, -0.251091420650482...
def use _ discriminator _ logits _ layer ( block _ conv, flatten _ layer, logits _ layer, params ) : print _ obj ( " \ nuse _ discriminator _ logits _ layer ", " block _ conv ", block _ conv ) # set shape to remove ambiguity for dense layer. block _ conv. set _ shape ( [ block _ conv. get _ shape ( ) [ 0 ], params [ " ...
[ -0.3248896598815918, -0.5984112024307251, 0.7428030967712402, -0.196607306599617, 0.16282029449939728, -0.5186716914176941, 0.09105296432971954, 0.07580310106277466, 0.08012062311172485, -0.26762786507606506, -0.021842708811163902, 0.6718107461929321, -0.545051634311676, 0.0762122124433517...
def _ shell _ in ( self, host, username, keyfile ) : self. ssh. connect ( host, username = username, key _ filename = keyfile ) # alternate for key or password login #...
[ -0.33832499384880066, -0.5426123738288879, 0.5226168036460876, 0.5816470384597778, -0.5243372321128845, 1.423898458480835, -0.6601337194442749, 0.7472857236862183, -1.5678848028182983, 0.02783655747771263, -0.5342614054679871, 0.20987312495708466, -0.24341709911823273, 0.03677400201559067,...
def store _ olst ( self, gname, lst ) : self. olst. append ( ( gname, lst ) )
[ -0.5172821283340454, -0.1771206259727478, 0.23123452067375183, -1.0590934753417969, -0.17094510793685913, 0.9073353409767151, -1.5175230503082275, -0.18153950572013855, 0.38373368978500366, 0.3891359269618988, -1.87269926071167, 0.2955835461616516, -0.4172276556491852, -0.03743240237236023...
def _ wait _ until _ connected ( self, interfaces ) : res = none for iface in interfaces : retry = 0 print ( f " connecting to { iface } ", end = " ", flush = true ) while ( not self. _ interface _ up ( iface ) ) and retry < 50 : time. sleep ( 0. 3 ) retry + = 1 print ( ". ", end = " ", flush = true ) if self. _ interf...
[ -1.3136229515075684, 0.6584815382957458, 0.546877920627594, 0.2763478457927704, -0.3978467881679535, 0.49533990025520325, 0.41605329513549805, -1.1823256015777588, -0.15893900394439697, 0.1658230721950531, 0.21766844391822815, -0.4904966950416565, -1.6195616722106934, -0.09057366102933884,...
def set _ scenario ( self, s ) : self. s = s self. cols = [ chr ( x ) for x in range ( ord ('a'), ord ('a') + self. s. house. roof _ columns ) ] self. rows = range ( 1, self. s. house. roof _ rows + 1 ) self. set _ fragility _ thresholds ( s. fragility _ thresholds ) self. s. house. clear _ sim _ results ( )
[ -0.22737444937229156, 0.6439536809921265, 0.2354457676410675, 0.6399822235107422, -0.19604434072971344, -1.009190320968628, 0.21421141922473907, 0.39584076404571533, 0.08574657887220383, -0.14219698309898376, -0.8354438543319702, 0.08919412642717361, 0.5046237111091614, 0.132358118891716, ...
def large _ poisson ( lam, thresh = 1e6 ) : large = lam > thresh small = ~ large # use normal approximation if the number of photons is large n = np. zeros ( lam. shape ) n [ large ] = np. round ( lam [ large ] + np. random. normal ( size = np. sum ( large ) ) * np. sqrt ( lam [ large ] ) ) n [ small ] = np. random. po...
[ 0.5045161843299866, 0.8883309364318848, 0.6602721214294434, -1.4910407066345215, -0.34079548716545105, -0.14559228718280792, -0.3889000713825226, -0.33812662959098816, 1.298189640045166, -0.6035833358764648, -0.11990582942962646, -0.16963857412338257, 0.10540525615215302, -0.18205201625823...
def _ run _ once ( self ) : try : metrics = self. queue. get ( timeout = 10 ) if metrics is not none : self. logger. debug ( " publishing metrics : % s " % \ metrics. serialize ( ) ) self. publisher. publish ( [ metrics ] ) self. channel. complete ( [ metrics ] ) except empty : pass except : self. logger. warn ( " nann...
[ 0.36256280541419983, 0.47261568903923035, 0.3253856897354126, -0.6195316314697266, 1.2708877325057983, 0.27411890029907227, 0.2863693833351135, -0.5519241690635681, -0.7612457275390625, -0.052025385200977325, 0.5099378824234009, 0.3226609528064728, -0.752909243106842, 0.781919538974762, ...
def convolution ( input _ tensor, weights _ dict, strides, padding, name ) : weights = weights _ dict [ name ] ['weights'] layer = tf. keras. layers. conv2d ( filters = weights. shape [ 3 ], kernel _ size = weights. shape [ 0 : 2 ], name = name, strides = strides, padding = padding, use _ bias = true if " bias " in wei...
[ 0.7621930837631226, -0.23626714944839478, 0.30092087388038635, -0.19371792674064636, -1.0183990001678467, 0.38559839129447937, -0.7691669464111328, 0.04095775634050369, -0.723729133605957, 0.6585240960121155, 0.1344318985939026, 0.26335999369621277, 0.4546060562133789, -0.080906443297863, ...
def json _ init _ state _ for _ manager ( name _ list, level _ js, initial _ p _ and _ a _ position _ list ) : players = [ ] adversaries = [ ] for i in range ( len ( name _ list ) ) : name = name _ list [ i ] players. append ( { " type " : " player ", " name " : name, " position " : initial _ p _ and _ a _ position _ l...
[ -1.1970010995864868, -0.9531913995742798, 0.5850682854652405, -0.9176260232925415, -0.5749083757400513, -0.587516188621521, -0.34823480248451233, -0.1940840482711792, -0.07635091990232468, 0.9237304329872131, -1.0761072635650635, 0.1684393286705017, 0.06552446633577347, 0.7474634051322937,...
def remove _ edge ( self, edge ) : edge. db _ element. delete ( )
[ -0.5005518198013306, 0.6166839599609375, 0.22852833569049835, 0.2574279308319092, 0.33837711811065674, 0.5371190905570984, -0.2783852219581604, 1.2919175624847412, 0.3186718821525574, 0.719692587852478, -0.3508409857749939, -0.5232135653495789, -1.3903003931045532, 0.7830137610435486, 0....
def namelist ( ) : name = ( open ( '. / resources / names. txt ','r'). read ( ) ) names = re. findall ( r'\ w + ', name ) name _ counts = counter ( names ) return name _ counts
[ -0.06865657866001129, -0.699770450592041, 0.5217402577400208, -1.3544514179229736, -0.40324875712394714, 0.47139772772789, -0.26408860087394714, 0.3651072680950165, -0.5130759477615356, 0.7656115293502808, -1.6154744625091553, -0.799943208694458, 0.19334185123443604, 0.7775611281394958, ...
def rm _ caption _ special _ tokens ( caption, word _ map ) : rev _ word _ map = { v : k for k, v in word _ map. items ( ) } return [ tok for tok in caption if not ( tok in { word _ map [ token _ start ], word _ map [ token _ end ], word _ map [ token _ pad ] } or rev _ word _ map [ tok ]. startswith ( " _ " ) ) ]
[ -0.40365007519721985, -0.8591170310974121, 0.6089657545089722, 0.15603475272655487, -1.010553240776062, 0.24120119214057922, -0.8299529552459717, 0.876519501209259, 0.06481320410966873, 0.4814176857471466, -0.8139978051185608, 1.2311136722564697, 0.20633704960346222, -0.2096341848373413, ...
def read ( self ) : return self. _ get _ data ( self. _ elements. values ( ) )
[ -0.9858494400978088, -0.8560666441917419, 0.26346203684806824, -0.5185309648513794, -0.23237846791744232, 0.5550531148910522, -0.8841438293457031, -0.6741657853126526, -0.048767101019620895, -1.2269446849822998, 0.12898433208465576, 0.7172254323959351, -0.10180331021547318, -0.515350937843...
def get _ predecessors ( self, u ) : return self. predecessors. get ( u, [ ] )
[ -1.0741556882858276, 0.7843165993690491, 0.5290231108665466, 0.827667236328125, -0.40930241346359253, -0.16735367476940155, -0.786913275718689, 0.14628712832927704, 0.30980274081230164, 0.15365681052207947, -1.2576848268508911, 0.3490878939628601, -0.6423547863960266, 0.4108666479587555, ...
def _ init _ file ( self, filef : str ) - > none : with open ( filef,'r') as f : self. all = f. read ( ) self. prolix = scan ( self. all ) self. featured = add _ observables ( self. prolix, self. language ) self. prolixtokenization = self. _ prolix _ pass ( self. all, self. prolix )
[ 0.438801109790802, -1.0217822790145874, 0.36541396379470825, 0.46944770216941833, -0.3529139459133148, 0.7508313655853271, -0.23488585650920868, 0.9918631911277771, -1.3121825456619263, -0.7952736020088196, -0.4051053524017334, 0.05373593792319298, 0.9121068120002747, 1.3122707605361938, ...
def send _ message ( username, message ) : user _ input ( username, message ) return redirect ( username )
[ -1.1751829385757446, 0.6474438905715942, 0.38776281476020813, 1.2036482095718384, -0.37159886956214905, 0.8678461909294128, 1.221899151802063, -0.649008572101593, -0.5582498908042908, -0.5737622380256653, -0.039898186922073364, 0.08908004313707352, -0.5455219745635986, 0.3622470498085022, ...
def _ _ get _ door _ candidates ( self, start, room ) : # initialise list candidates = [ ] # iterate corners in room for door in self. doors : # skip visisted if not door. unused : continue # check if we have los to either offset offset _ start = mcl. point ( start. x + start. dx, start. y + start. dy ) if self. _ _ ha...
[ -1.030443549156189, -1.571303367614746, 0.8596406579017639, -0.02623511105775833, -0.4245261549949646, 0.31316274404525757, -0.32196876406669617, -0.021787123754620552, 0.1585744470357895, 1.0747113227844238, -0.18590198457241058, 1.3655345439910889, -0.25789961218833923, 1.045749783515930...
def flattenlists ( ast ) : if not isinstance ( ast, ast ) : return [ ast ] children = [ ] for child in ast. children : children + = flattenlists ( child ) if ast. islist ( ) and ast. parent. islist ( ) and ast. name = = ast. parent. name : return children else : return [ ast ( ast. name, children, ast. linenum ) ]
[ -0.21389083564281464, -0.13870735466480255, 0.6406784057617188, 0.10652057081460953, -1.3273217678070068, 0.07314811646938324, 0.3178730309009552, 0.13990361988544464, 1.7340763807296753, -0.16252051293849945, -0.6178544163703918, -0.32993680238723755, 0.18783245980739594, 1.56496560573577...
def _ extract _ resource _ tags ( span : readablespan, max _ tag _ value _ length : optional [ int ] ) - > sequence [ model _ pb2. keyvalue ] : tags = [ ] for key, value in span. resource. attributes. items ( ) : tag = _ translate _ attribute ( key, value, max _ tag _ value _ length ) if tag : tags. append ( tag ) retu...
[ 0.06361763179302216, 0.5722174048423767, 0.25287535786628723, 0.29886046051979065, -0.3098226487636566, -0.4632236957550049, -0.7317017316818237, -0.10477551817893982, -0.5496652722358704, 0.5659855604171753, -0.8130142092704773, -0.6566388607025146, 0.8849371075630188, 0.4216887652873993,...
def custom _ mutant _ matrix ( self, input _ filename, model, n _ pred _ iterations = 10, \ minibatch _ size = 2000, filename _ prefix = " ", offset = 0 ) : # get the start and end index from the sequence name start _ idx, end _ idx = self. focus _ seq _ name. split ( " / " ) [ - 1 ]. split ( " - " ) start _ idx = int ...
[ -0.5254674553871155, -1.3013108968734741, 0.6975715160369873, 0.046145662665367126, -1.309245228767395, 0.04807063937187195, 0.342655748128891, 0.5550887584686279, 0.21130110323429108, 0.7148204445838928, -0.21330510079860687, 0.7033739686012268, 0.07146365940570831, 0.2532825171947479, ...
def isnormaldistr ( pointslist ) : distlist = [ ] lenlist = len ( pointslist ) if lenlist = = 0 or lenlist = = 1 or lenlist = = 2 : return 0 index = 0 while index < lenlist - 1 : cur = pointslist [ index ] next = pointslist [ index + 1 ] dist = getdistance ( cur [ 1 ], cur [ 2 ], next [ 1 ], next [ 2 ] ) dist = round (...
[ -0.6393325328826904, -0.4046611785888672, 0.7973384261131287, 0.6916411519050598, -1.1947805881500244, 0.8056998252868652, 0.5992826223373413, 0.7031294107437134, 0.548862099647522, 0.7198994159698486, -0.5092862248420715, 0.280266135931015, -0.914669930934906, 1.2194571495056152, -0.933...
def sts _ to _ pi ( texts, sts _ labels, max _ nonparaphrase, min _ paraphrase ) : return texts, sts _ labels
[ -0.8315162062644958, -0.5117046236991882, 0.12712346017360687, -0.6618452072143555, -0.8416988253593445, 0.48627790808677673, -1.3514649868011475, 0.4306715726852417, 0.40958261489868164, 1.124213695526123, 0.07123573124408722, -0.059822551906108856, -0.6847160458564758, -0.602556049823761...
def change _ in _ infected _ numbers ( self ) : if self. infected > 5 : cases _ resolved = max ( int ( self. infected / / average _ duration ), 5 ) elif self. infected > 0 : cases _ resolved = self. infected else : cases _ resolved = 0 cases _ die = int ( cases _ resolved * mortality _ rate ) self. infected - = cases _...
[ -0.5553446412086487, -0.5589327216148376, 0.6667155027389526, 0.41509363055229187, 0.00018462908337824047, 0.27926167845726013, 0.5746613144874573, 0.4515625834465027, -0.5792409777641296, 0.2924363911151886, -0.20776602625846863, -0.18247400224208832, 0.15413127839565277, -0.0873142704367...
def getkitbyid ( self, session, kit _ id ) : self. getlogger ( ). debug ('retrieving kit id [ % s ]'% ( kit _ id ) ) dbkit = session. query ( kits ). get ( kit _ id ) if not dbkit : raise kitnotfound ('kit id [ % s ] not found.'% ( kit _ id ) ) return dbkit
[ 0.41175100207328796, 0.34447717666625977, -0.049685366451740265, 0.22560642659664154, 0.3597894608974457, -0.35560303926467896, -0.11695840954780579, -0.6825141310691833, 0.352586567401886, 0.1710931658744812, 1.0112475156784058, 0.5284003615379333, 0.022085079923272133, 0.6772360801696777...
def bin2addr ( addr ) : return socket. inet _ ntoa ( struct. pack ( "! l ", addr ) )
[ -0.35731327533721924, -0.3981401026248932, 0.5683889985084534, -0.9161050319671631, -1.0318603515625, -0.39490973949432373, 0.14402006566524506, -0.24453124403953552, 1.23008394241333, -0.4057885408401489, -0.48888710141181946, 1.0507822036743164, -0.10481788963079453, -0.7912217378616333,...
def on _ add _ clicked ( self ) : # todo : not implemented yet def testconnection ( ip, port, service _ name ) : url _ origin = u'http : / /'+ ip + u':'+ port + u'/ ws - gateway / gateway / ws /'+ service _ name + '? wsdl'url = str ( url _ origin ) auth = httpauthenticated ( username ='administrator ', password ='quati...
[ -0.38163039088249207, 0.016422126442193985, 0.7444082498550415, -0.4644901752471924, -0.6803140044212341, -0.382386714220047, 0.430063396692276, -1.3030768632888794, 0.11980502307415009, -0.2800782024860382, 0.3111177384853363, 0.146640345454216, -0.6166815161705017, 0.7557165026664734, ...
def test _ create _ pfe _ stand _ alone _ deliverysystem ( self, context ) : # these could come from a data file id = " post _ vedevices _ allconfigadminmulticasttrue " pfe _ name = " post _ vedevices _ allconfigadminmulticasttrue " devicehost = " post _ vedevices " # define a test step with pytest. allure. step ( " cr...
[ 0.16676339507102966, 0.5789385437965393, 0.5264289379119873, 0.6555340886116028, 0.5296322107315063, 0.9970754384994507, 0.22112277150154114, 0.011834640055894852, 0.5922346711158752, -0.40726354718208313, -1.0956470966339111, -0.048261504620313644, 0.5321075916290283, 0.7311239242553711, ...
def getattributesum ( x, y ) : output = [ ] for field1, field2 in zip ( x, y ) : output. append ( field1 + field2 ) return output
[ -0.6325944662094116, -0.10822378844022751, 0.6953787803649902, 0.0682382583618164, 0.09011184424161911, -0.4130856692790985, -0.6622795462608337, -0.5488545894622803, -0.4259721040725708, 0.5873613357543945, -0.8845967650413513, 0.553763210773468, 0.6022204756736755, -0.8940044045448303, ...