text stringlengths 25 2.19k | embedding listlengths 768 768 |
|---|---|
def load _ and _ prepare _ data ( tokenizer, max _ len, batch _ size, sentences, labels ) : tokenized _ texts _ and _ labels = [ tokenize _ and _ preserve _ labels ( tokenizer, sent, labs ) for sent, labs in zip ( sentences, labels ) ] tokenized _ texts = [ token _ label _ pair [ 0 ] for token _ label _ pair in tokeniz... | [
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def state _ deleter ( self ) : if not self. _ meta ['config _ getter'] ('allow _ empty') : raise runtimeerror ('state cannot be empty.') attr = self. _ meta ['state _ attribute _ name'] setattr ( self, attr, none ) | [
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def liststatsby ( ctx, # optional main parameter includevirtualvolumes = none ) : " " " creation of the volume. " " " cli _ utils. establish _ connection ( ctx ) ctx. logger. info ( " " " : " " " " " " includevirtualvolumes = " " " + str ( includevirtualvolumes ) + " " " ; " " " + " " ) try : _ listvolumestatsbyvolumer... | [
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def get _ all ( self, brickconfig _ uuid, marker = none, limit = none, sort _ key ='id ', sort _ dir ='asc') : check _ policy ( pecan. request. context,'get _ all') return self. _ get _ configfile _ collection ( brickconfig _ uuid, marker, limit, sort _ key, sort _ dir ) | [
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def gauss _ eval ( amplitude, mean, sigma ) : _ norm = 1 / np. sqrt ( 2 * np. pi * sigma * * 2 ) return amplitude * _ norm * np. exp ( - ( gamma - mu ) * * 2 / 2 * sigma * * 2 ) | [
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def getinfected ( self, city = none ) : base = np. arange ( self. _ _ numpeople ). reshape ( self. grid. shape ) getloc = lambda x : ( x / / base. shape [ 0 ], x % base. shape [ 1 ] ) infected = list ( ) ifx, ify = list ( ), list ( ) if city is none : ifinfected = np. vectorize ( lambda x : true if self. people [ x ]. ... | [
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def test _ calculation _ df _ split _ with _ different _ variable _ types ( df _ mixed _ types ) : results = { } cut _ offs = { } for split _ col in df _ mixed _ types. columns : test = drophighpsifeatures ( split _ frac = 0. 5, split _ col = split _ col, variables = " all " ) test. fit _ transform ( df _ mixed _ types... | [
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def get _ product _ as _ end _ user _ with _ options ( self, request : servicecatalog _ 20210901 _ models. getproductasenduserrequest, runtime : util _ models. runtimeoptions, ) - > servicecatalog _ 20210901 _ models. getproductasenduserresponse : utilclient. validate _ model ( request ) query = { } if not utilclient. ... | [
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def name _ get ( self, cr, uid, ids, context = none ) : if not len ( ids ) : return [ ] res = [ ] for record in self. browse ( cr, uid, ids, context = context ) : name = record. employee _ id. name res. append ( ( record. id, name ) ) return res | [
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def create _ file _ info ( filename, cards _ dict ) : # create file mit keys f = open ( file _ name, " w + " ) for names in cards _ dict : f. write ( names ) f. write ( " \ n " ) f. close ( ) | [
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def _ _ init _ _ ( self, * args, * * kwargs ) : if kwargs and len ( kwargs ) > 0 : for k, v in kwargs. items ( ) : if k = = " created _ at " or k = = " updated _ at " : setattr ( self, k, datetime. strptime ( v, " % y - % m - % dt % h : % m : % s. % f " ) ) elif k = = " _ _ class _ _ " : pass else : setattr ( self, k, ... | [
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def clients ( ) : app, socketio, _ = api. build _ app ( examples _ dir, false ) app. config [ " testing " ] = true with app. test _ client ( ) as client : socket _ client = socketio. test _ client ( app, flask _ test _ client = client ) yield client, socket _ client | [
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def handlelist ( request ) : wob _ type = request. get. get ('type ','' ) class _ id = request. get. get ('class _ id ','' ) print ( wob _ type ) if wob _ type = ='loyalty _ class': results = service. loyaltyclass ( ). list ( issuerid = config. issuer _ id, maxresults ='25'). execute ( ) results = service. loyaltyclass... | [
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def is _ zone ( char ) : return {'x': true, }. get ( char, false ) | [
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def charge _ channel ( channel, charge ) : assert math. isclose ( channel [ - 1 ] [ 1 ], math. inf ) new _ channel = [ ] channel _ iter = iter ( channel ) charge _ iter = iter ( charge ) available, available _ until = next ( channel _ iter ) added, added _ until = next ( charge _ iter ) assert math. isclose ( added, 0,... | [
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def reset ( self ) : self. move ( 0, 0 ) | [
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def find _ best _ h _ line ( chars, bounds ) : best _ err = none best _ line = none if len ( chars ) > = min _ rects : w = bounds [ 2 ] - bounds [ 0 ] for left _ ch in chars : if left _ ch. refined _ box [ 0 ] > bounds [ 0 ] + w / 3 : break for right _ ch in reversed ( chars ) : if right _ ch. refined _ box [ 2 ] < bou... | [
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def getinput ( ) : depth = int ( argv [ 1 ] ) if depth < 1 : print " error! depth too small! must be at least 1. exiting. " exit ( 0 ) try : im = image. open ( argv [ 2 ] ) except : print " error : can't open submitted image. exiting. " exit ( 0 ) if im. size [ 0 ] < 10 or im. size [ 1 ] < 10 : # arbitrary dim reqs. li... | [
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async def setup _ fighters ( self ) : self. users = [ fighter ( * user ) for user in self. users ] | [
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def test _ get _ env ( self ) : pass | [
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def from _ dict ( cls, copula _ dict ) : instance = cls ( ) instance. fitted = copula _ dict ['fitted'] if instance. fitted : x = np. array ( copula _ dict ['dataset'] ) uniques = np. unique ( x ) if len ( uniques ) = = 1 : instance. constant _ value = uniques [ 0 ] else : instance. model = scipy. stats. gaussian _ kde... | [
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def chunks ( l, n ) : for i in range ( 0, len ( l ), n ) : yield l [ i : i + n ] | [
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def cpcal ( srcdir, destdir = '. / ', fsize = 8400960 ) : # get current date sdate = srcdir. split ('/') [ - 1 ] # get list of current raw calibration files # ( within 10 hours of day changeover ) fspec = os. path. join ( srcdir, " ifu % s _ 0 *. fits " % sdate ) flist = sorted ( glob. glob ( fspec ) ) # record number ... | [
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def move ( self, direction ) : is _ equal = true for dummy _ tile in self. _ initial _ tiles [ direction ] : temporary _ list = [ ] for dummy _ num in range ( len ( self. _ initial _ tiles [ ( direction + 1 ) % 4 + 1 ] ) ) : temporary _ list. append ( self. _ tiles [ dummy _ tile [ 0 ] + dummy _ num * offsets [ directi... | [
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def predict _ income ( data = { } ) : if ( not'marital _ status'in data or data ['marital _ status'] is none ) : return u'< = 50k'if ( data ['marital _ status'] = ='married - civ - spouse') : if ( not'education _ num'in data or data ['education _ num'] is none ) : return u'< = 50k'if ( data ['education _ num'] > 12 ) :... | [
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def _ _ init _ _ ( self, size : int = 5, has _ treasure : bool = false ) - > none : assert type ( size ) is int self. maze _ width = size self. maze _ height = size self. size = size self. has _ treasure = has _ treasure self. treasure _ found = 0 self. treasure _ left = 0 self. treasure _ map = none self. position _ a... | [
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def _ _ init _ _ ( self, sequence = none, * * kwargs ) : if sequence : self. sequence = sequence else : # use the default sequence self. sequence = conf. default _ sequence kwargs ['editable'] = false models. bigintegerfield. _ _ init _ _ ( self, * * kwargs ) | [
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def set _ ch _ to _ examine ( self, ch _ to _ examine ) : self. ch _ to _ examine = ch _ to _ examine | [
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def transform _ output _ arg ( dir : str ) - > str : dir = dir. strip ('"') return rf'{ dir } \ % ( title ) s. % ( ext ) s ' | [
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def transform ( self, x, y = none ) : return np. array ( [ skimage. color. rgb2gray ( img ) for img in x ] ) | [
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def test _ list _ integer _ min _ length _ 4 _ nistxml _ sv _ iv _ list _ integer _ min _ length _ 5 _ 1 ( mode, save _ output, output _ format ) : assert _ bindings ( schema = " nistdata / list / integer / schema + instance / nistschema - sv - iv - list - integer - minlength - 5. xsd ", instance = " nistdata / list / ... | [
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def remove ( self, key : int ) - > none : slot = self. hashkey ( key ) for i, ele in enumerate ( self. table [ slot ] ) : elekey, elevalue = ele if key = = elekey : del self. table [ slot ] [ i ] return | [
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def prestage _ images ( context, subcloud, payload ) : prestage _ software _ version = payload. get ( consts. prestage _ request _ release, sw _ version ) extra _ vars _ str = " software _ version = % s " % prestage _ software _ version image _ list _ filename = none deploy _ dir = os. path. join ( deploy _ base _ dir,... | [
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0.22379836440086365,
0.7903242707252502,
... |
def get _ log ( self ) : lines = self. _ raw _ log _ lines ( ) result _ lines = [ ] log _ pattern = re. compile ( r'^ \ [ (. *? ) \.. *? \ ] \ ] (. + ) $') for line in lines : match _ result = log _ pattern. match ( line ) if match _ result : result _ lines. append ('[ % s ] % s'% ( match _ result. group ( 1 ), match _... | [
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def is _ running ( self ) : return self. _ loop _ implem is not none | [
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async def handle _ status _ command ( self, message : message ) : # get the arguments to the command. _ command, * args = message. content. split ('' ) args =''. join ( args ) matches = re. match ( discord _ status _ pattern, args ) if matches : activity _ type = matches. group ('type') if activity _ type : # discord. ... | [
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... |
def exec _ shell ( cmd, stdin = none, stdout = none, stderr = none, env = none, cwd = none, wait = false, timeout = none ) : if timeout! = none and float ( timeout ) < 1 : timeout = 1 printw ('changing timeout to 1 second') printi ('- - - pmfuzz run info begin - - - \ n') printi ('cmd : % s \ n'% (''. join ( cmd ) ) ) ... | [
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def merge _ artifacts ( cls, dominant, recessive ) : ret = cls ( dominant. groupid, dominant. artifactid, dominant. extension, dominant. classifier, dominant. version, dominant. namespace ) for key in ( " artifactid ", " groupid ", " extension ", " version ", " classifier ", " namespace " ) : if not getattr ( ret, key ... | [
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def createtable ( self ) : self. cursor. execute ('create table if not exists top _ spam ( channel _ id integer not null, stream _ id'' integer not null, spam _ text string, spam _ occurrences integer, spam _ user _ count'' integer, foreign key ( channel _ id ) references channels ( channel _ id ) )') | [
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def toarray ( self, arr = none ) : if arr is none or type ( arr ) is not dicttype : x = { } else : x = arr. copy ( ) x = taskdefinition. toarray ( self, x ) # specific fields x ['registry _ uid'] = self. registry _ uid x ['registry _ description'] = self. registry _ description x ['registry _ url'] = self. registry _ u... | [
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def arctanh ( x ) : try : if x. val < = - 1 or x. val > = 1 : raise valueerror ('math domain error') return variable ( x. name, np. arctanh ( x. val ), { k : v / ( 1 - x. val * * 2 ) for ( k, v ) in x. der. items ( ) }, false ) except attributeerror : if x < = - 1 or x > = 1 : raise valueerror ('math domain error') ret... | [
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def test _ atomic _ any _ uri _ length _ 3 _ nistxml _ sv _ iv _ atomic _ any _ uri _ length _ 4 _ 2 ( mode, save _ output, output _ format ) : assert _ bindings ( schema = " nistdata / atomic / anyuri / schema + instance / nistschema - sv - iv - atomic - anyuri - length - 4. xsd ", instance = " nistdata / atomic / any... | [
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0.1281105577... |
def base _ url _ defined ( self ) : return self. base _ href | [
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-... |
def test _ update _ env ( self ) : pass | [
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def obtain _ lock ( lock _ file ) : # check for lockfile. lockfiles should be in afs and should contain the # hostname, the uid, and the pid of the process. retry = 60 while retry < retry _ max and os. path. exists ( lock _ file ) : # if on local machine, see if that pid still exists. if not, continue. try : fh = open ... | [
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... |
def urlparse ( url ) : def swap ( a, b, d = false ) : return ( a, b ) if d = = false else ( b, a ) def decode2 ( a, c, left = true ) : b = a. split ( c ) if len ( b ) = = 2 and len ( b [ 0 ] ) = = 0 : raise url ( " illegal format " ) return swap ( b [ 0 ], none, left ) if len ( b ) = = 1 else ( b [ 0 ], b [ 1 ] ) try :... | [
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def voxel _ conv ( input _ tensor, scope, *, n _ filters, filter _ size, stride, pad ='valid ', init _ scale = 1. 0, data _ format ='ndhwc ', one _ dim _ bias = false ) : if isinstance ( filter _ size, list ) or isinstance ( filter _ size, tuple ) : assert len ( filter _ size ) = = 3, \ " filter size must have 2 elemen... | [
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-0.4530029892921... |
def _ set _ ipv6 _ network _ details ( self, network, nic ) : nic. address6 = network [ " ip _ address " ] nic. netmask6 = self. _ ipv6 _ netmask _ to _ prefix ( network [ " netmask " ] ) for route in network. get ('routes ', [ ] ) : if route [ " network " ] = = " : : " : nic. gateway6 = route [ " gateway " ] | [
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0.28220596909523... |
def write _ sts _ token ( self, profile, access _ key _ id, secret _ access _ key, session _ token, region = none ) : region = region or self. region output = " json " if not os. path. exists ( self. creds _ dir ) : os. makedirs ( self. creds _ dir ) config = safeconfigparser ( ) if os. path. isfile ( self. creds _ fil... | [
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def id _ from _ uri ( uri ) : return uri. split ( " : " ) [ - 1 ] | [
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def freeze _ vars ( model, var _ name, freeze _ bn = false ) : assert var _ name in [ " weight ", " bias ", " popup _ scores " ] for i, v in model. named _ modules ( ) : if hasattr ( v, var _ name ) : if not isinstance ( v, ( nn. batchnorm2d, nn. batchnorm2d ) ) or freeze _ bn : if getattr ( v, var _ name ) is not none... | [
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... |
def recommend _ courses _ view ( request ) : user = request. user curr _ courses = request. data. get ( " curr _ courses ", none ) curr _ courses = curr _ courses if curr _ courses is not none else [ ] past _ courses = request. data. get ( " past _ courses ", none ) past _ courses = past _ courses if past _ courses is ... | [
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-... |
def model _ dump _ to _ file ( model _ file, model ) : with open ( model _ file, " w " ) as f : for segment in model : coord1, coord2 = segment f. write ( " { } { } { } : { } { } { } \ n ". format ( * coord1, * coord2 ) ) | [
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def removerows ( self, position, rows = 1, index = qmodelindex ( ) ) : self. beginremoverows ( qmodelindex ( ), position, position + rows - 1 ) del self. cars [ position : position + rows ] self. endremoverows ( ) self. datachanged. emit ( index, index ) return true | [
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def glauber _ sweep ( self ) : for _ in range ( self. _ x * self. _ y ) : self. glauber _ step ( ) return self. _ spins | [
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def serve _ werkzeug ( self ) : r = self. flask. run ( debug = self. debug, port = self. port, threaded = true ) logger. info ( " started werkzeug server : % s " % r ) | [
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async def wheeze ( self, ctx, *, text : union [ discord. member, str ] = none ) : if text is none : text = ctx. message. author async with ctx. channel. typing ( ) : wheeze _ img = await self. make _ wheeze ( text ) if wheeze _ img is none : await ctx. send ( " sorry something went wrong! " ) return file = discord. fil... | [
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def vix _ change _ strategy ( data, vix _ close _ column ='vixclose ', vix _ window _ size = 3 ) : # calculate vix close ma vixma = data [ vix _ close _ column ]. rolling ( window = vix _ window _ size ). mean ( ) vixma. dropna ( inplace = true ) # remove na values we get in prevous step # buy if vix increases data = d... | [
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def parse _ image _ meta ( meta ) : image _ id = meta [ :, 0 ] original _ image _ shape = meta [ :, 1 : 4 ] image _ shape = meta [ :, 4 : 7 ] window = meta [ :, 7 : 11 ] # ( y1, x1, y2, x2 ) window of image in in pixels scale = meta [ :, 11 ] return { " image _ id " : image _ id. astype ( np. int32 ), " original _ imag... | [
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def modulereserved ( self ) : return self. modulereserved | [
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def create _ gradmanager _ and _ optimizers ( self, optimizers _ cfg ) : # check for _, cfg in optimizers _ cfg. items ( ) : if not isinstance ( cfg, dict ) : raise runtimeerror ( " please use'dict of dict'style for optimizers config ( used in grad manager too ) " ) self. gms = build _ gradmanagers ( self, optimizers _... | [
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def test _ verbose _ initialization ( self ) : with client _ manager ( verbose = true ) as test _ client : assert isinstance ( test _ client. verbose, bool ) assert test _ client. verbose is true test _ client. verbose = false assert test _ client. verbose is false with pytest. raises ( assertionerror ) : for invalid _... | [
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... |
def graph ( self, name ) : return graph ( self. base _ url, name, self. user, self. password, self. token, self. credential _ file ) | [
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def _ _ init _ _ ( self ) - > none : self. new _ hash _ table = linearprobehashtable ( 250726, 1000081 ) self. dic = dictionary ( 250726, 1000081 ) # based on task 2 observation self. dic. load _ dictionary ( " english _ large. txt ", 10 ) self. max _ word = ( " ", 0 ) | [
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def create _ properties ( self, vm, t ) : self. d = arheniuscoeff ( self, vm, t, " d _ 0 ", " e _ d ", degree = 2 ) # all materials have the same properties so only checking the first is enough if self. materials [ 0 ]. s _ 0 is not none : self. s = arheniuscoeff ( self, vm, t, " s _ 0 ", " e _ s ", degree = 2 ) if sel... | [
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def _ random _ generate _ bernstein2d _ ( fun, num = 1 ) : xmn = fun. xmin ( ) xmx = fun. xmax ( ) ymn = fun. ymin ( ) ymx = fun. ymax ( ) zmx = max ( fun. bernstein ( ). pars ( ) ) i = 0 while i < num : x = _ uniform _ ( xmn, xmx ) y = _ uniform _ ( ymn, ymx ) x = _ uniform _ ( 0, zmx ) v = fun ( x, y ) if v > = z : i... | [
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def test _ callable _ input ( self, graph ) : objective _ return = ( 0, [ 0 ] ) def custom _ method ( * args, * * kwargs ) : " " " mockup of custom - method function fed to ` ` search ` ` " " " return objective _ return result = strawberryfields. gbs. dense. resize ( subgraphs = [ [ 0, 1 ] ], graph = graph, target = 4,... | [
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... |
def parent _ invoice _ id ( self, parent _ invoice _ id ) : self. _ parent _ invoice _ id = parent _ invoice _ id | [
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def test _ example _ input _ one _ required _ field _ index ( self, ucc _ smartx _ selenium _ helper, ucc _ smartx _ rest _ helper ) : input _ page = inputpage ( ucc _ smartx _ selenium _ helper, ucc _ smartx _ rest _ helper ) input _ page. create _ new _ input. select ( " example input one " ) input _ page. entity1. e... | [
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def extract _ parameters ( cls, php _ signature, doc = " " ) : php _ parameters = [ p. strip ( ) for p in php _ signature. split ( ", " ) ] result = [ ] for php _ parameter in php _ parameters : m = cls. re _ signature _ parameter. match ( php _ parameter ) if not m : raise valueerror ( " parameter'% s'has not the expe... | [
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def test _ spatially _ distributed ( ) - > none : dz = np. full ( ( 100, 10 ), 1. 0 ) phi = np. full ( ( 100, 10 ), 0. 5 ) phi _ new = compact ( dz, phi, porosity _ max = 0. 5 ) assert phi _ new [ 0 ] = = approx ( phi [ 0 ] ) assert np. all ( phi _ new [ 1 : ] < phi [ 1 : ] ) assert np. all ( np. diff ( phi _ new, axis... | [
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def _ _ init _ _ ( self, cameras = none, points = none, num _ cameras = 0 ) : if cameras is none : cameras = [ camera ( ) for i in xrange ( num _ cameras ) ] if points is none : points = [ ] self. cameras = cameras self. points = points | [
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def test _ list _ integer _ length _ 1 _ nistxml _ sv _ iv _ list _ integer _ length _ 2 _ 1 ( mode, save _ output, output _ format ) : assert _ bindings ( schema = " nistdata / list / integer / schema + instance / nistschema - sv - iv - list - integer - length - 2. xsd ", instance = " nistdata / list / integer / schem... | [
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def teardown _ module ( module ) : if verbose : print ( " teardown _ module module : % s " % module. _ _ name _ _ ) | [
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def test _ sparse ( self ) : baseline, adjacency, events = self. simulate _ sparse _ realization ( ) learner = hawkessumexpkern ( self. decays, verbose = false ) learner. fit ( events ) np. testing. assert _ array _ almost _ equal ( learner. baseline, baseline, decimal = 1 ) np. testing. assert _ array _ almost _ equal... | [
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def _ generate _ kernel _ code ( ctx, code, _ defines _ template, _ thread _ index _ template, _ shared _ size _ template, kernel _ name, argstring, axes _ mapping, loop _ axis, kernel _ identifier ) : defines = _ defines _ template % { " blksize0 " : axes _ mapping [ 0 ] [ 1 ] * axes _ mapping [ 0 ] [ 3 ], " blksize1 ... | [
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def _ downsampling _ block ( self, input _ layer, block _ idx, filter _ shape = none, downsample _ shape = none ) : if filter _ shape is not none : self. config ['filter _ size'] = filter _ shape if downsample _ shape is none : downsample _ shape = ( 2, ) * self. config ['num _ dims'] if self. config ['residual'] : lay... | [
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def on _ pushbutton _ ssd _ search _ clicked ( self ) : # should send many times..... # get current ssd files firsttime = true # receive data # global gsocketbodysize # gsocketbodysize = 36 # self. udpsocketclient. setbufsize ( gsocketbodysize + gsocketheadersize ) testtime = 10 # while ( true ) : for ssdnum in range (... | [
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0.503971695899963... |
def _ get _ file _ line ( filename, line _ number ) : file _ content = _ open _ file _ with _ cache ( filename ) if not file _ content : return none return file _ content. splitlines ( ) [ line _ number - 1 ] | [
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def toxmlstring ( self ) : tree = et. elementtree ( self. tojunit ( ) ) buf = bytesio ( ) tree. write ( buf ) return u'<? xml version = " 1. 0 " encoding = " utf - 8 "? >'+ u " \ n " + unicode _ str ( buf. getvalue ( ) ) | [
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def _ _ check ( self, * tags : str ) - > tuple [ str,... ] : tags = tuple ( set ( map ( lambda x : str ( x ). upper ( ), tags ) ) ) for tag in tags : if tag not in self. _ _ pos _ tag : allowed _ tags = tuple ( self. _ _ pos _ tag. keys ( ) ) msg = f'unknown pos tag { tag }. must be one of { allowed _ tags }!'raise key... | [
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def get _ spot _ instances ( cls, ec2 _ tag ) : requests = conn. get _ all _ spot _ instance _ requests ( ) instances = [ ] for request in requests : instances. append ( spotinstance ( ec2 _ tag, request. id, request. instance _ id ) ) return instances | [
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def sparse _ tuple _ from ( sequences, dtype = np. int32 ) : indices = [ ] values = [ ] for n, seq in enumerate ( sequences ) : indices. extend ( zip ( [ n ] * len ( seq ), range ( len ( seq ) ) ) ) values. extend ( seq ) indices = np. asarray ( indices, dtype = np. int64 ) values = np. asarray ( values, dtype = dtype ... | [
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def department _ more _ info ( department ) : department = department. query. filter ( department. name = = department ). first ( ) employees = user. query. filter ( user. department _ id = = department. id ). all ( ) avarege _ salary = 0 counter = 0 if employees : for employee in employees : avarege _ salary + = emplo... | [
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def linearization _ recur1 ( root ) : def helper ( root ) : nonlocal new if root : helper ( root. left ) new. right = treenode ( root. val ) new = new. right helper ( root. right ) dummy = new = treenode ( ) helper ( root ) return dummy. right | [
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def getschemas ( self, draft = false, name = none, schematype = none ) : if draft : req = apiclient. allschemasurl % ( self. host, " / draft " ) else : req = apiclient. allschemasurl % ( self. host, " " ) if name or schematype : req + = "? " if name : req + = " name = " + name if schematype : if name : req + = " & " re... | [
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def ldap _ userids ( self ) : query = self. request. form. get ( " searchabletext ", " " ) return self. enumerateusersids ( query ) | [
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def data _ csvfile ( csv _ file _ path ) : my _ data = np. genfromtxt ( csv _ file _ path, delimiter = ', ', names = true ) return dataset ( name = " csvfile - % s " % csv _ file _ path. stem, x = my _ data ['x'], y = my _ data ['y'] ) | [
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def _ get _ single _ filtered _ subgraph ( graph : nx. graph, query _ params : " graphqueryparams " ) - > nx. graph : if query _ params. graph _ component = ='node': return get _ node _ filtered _ subgraph _ view ( graph, query _ params ) elif query _ params. graph _ component = ='edge': return get _ edge _ filtered _ ... | [
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def snmp _ bulkget ( self, snmp _ ver, system _ name, mib _ name = none, mib _ index = none, mib _ value = none, oid _ string = none, communityname = none, snmp _ timeout = 60, nonrepeaters ='0 ', maxrepetitions ='10 ', username = none, authkey = none, privkey = none, authprotocol = none, privprotocol = none, custom _ ... | [
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def upload _ custom _ files ( ) : themes _ folder ='{ } / zsh - themes '. format ( root _ folder ) plugins _ folder ='{ } / zsh - plugins '. format ( root _ folder ) custom _ folder ='~ /. oh - my - zsh / custom'# custom themes for theme in listdir ( themes _ folder ) : print ('uploading % s...'% theme ) put ('% s / % ... | [
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def get _ params ( ) : params = { " k " : agent. k, " d " : agent. d, " l " : agent. l, " lr " : agent. lr, " split _ sr " : agent. split _ sr, " loss _ type " : agent. loss _ type, " batch _ size " : agent. batch _ size, " num _ hidden " : agent. num _ hidden, " temperature " : agent. temperature, " embedding _ size "... | [
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def plot _ epipolar _ line ( im, f, x, epipole = none, show _ epipole = true ) : m, n = im. shape [ : 2 ] line = np. dot ( f, x ) # epipolar line parameter and values t = np. linspace ( 0, n, 100 ) lt = np. array ( [ ( line [ 2 ] + line [ 0 ] * tt ) / ( - line [ 1 ] ) for tt in t ] ) # take only line points inside the ... | [
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def import _ functions ( functions, sections ) : for addr in functions : addr = adjust _ addr ( sections, int ( addr ) ) if addr is none : continue if ida _ funcs. get _ func ( addr ) : continue if not ida _ funcs. add _ func ( addr ) : print ('failed to create function at offset : { : 08x } '. format ( addr ) ) | [
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def get _ global _ link _ analytical _ jacobian _ function ( self, link : str, n : int = 1, numpy _ output : bool = false, ) - > cs. function : return self. make _ function ( " j _ a ", link, self. get _ global _ link _ analytical _ jacobian, n = n, numpy _ output = numpy _ output, ) | [
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1.3612792491912842,
0.3439742922782898,
-0.388034284114837... |
def set _ kk2 _ normal _ activity _ mixture ( self, clip = true, * * kwargs ) : matrix _ shape = [ self. mm, self. nn ] params _ kk1 = [ self. mu _ kk1, self. sigma _ kk1 ] self. kk1 = random _ matrix ( matrix _ shape, params _ kk1, seed = self. seed _ kk1 ) mu _ ss0 = self. mu _ ss0 mu _ eps = self. mu _ eps for key i... | [
-0.7767625451087952,
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0.5881270170211792,
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1.026239275932312,
-0.06841269880533218,
0.17160935699939728,
-0.1... |
def result ( self, timeout : optional [ float ] = none ) - > any : return self. _ future. result ( timeout ) | [
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-0.702600717544... |
def _ filtering _ links ( self, a _ tags ) : self. links = [ ] for i in a _ tags : # getting href attribute and slicing the string to get rid of unneccesary part link = i [ " href " ] start, end = link. index ( " = " ), link. index ( " & " ) img _ link = link [ start + 1 : end ] # this are the symbold we want to replac... | [
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0.8766981363296... |
def logout ( ) : jti = get _ raw _ jwt ( ) ['jti'] token = revokedtoken ( jti = jti ) db. session. add ( token ) db. session. commit ( ) return construct _ msg ('logged out'), 200 | [
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-1.5085928440093994... |
def firewall _ policy _ name ( self ) - > pulumi. input [ str ] : return pulumi. get ( self, " firewall _ policy _ name " ) | [
0.7121487855911255,
0.09450668841600418,
0.20548197627067566,
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0.01061587780714035,
0.3017919659614563,
0.2841959595680237,
-0.419354587793350... |
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