text stringlengths 25 2.19k | embedding listlengths 768 768 |
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def dice _ metric ( y _ true, y _ pred ) : y _ true _ f = k. greater ( y _ true, 0. 5 ) y _ pred _ f = k. greater ( y _ pred, 0. 5 ) return dice ( y _ true _ f, y _ pred _ f ) | [
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def create _ service _ direct _ resource _ view ( request ) : service = ar. get _ service _ matchdict _ checked ( request ) resource _ name = ar. get _ multiformat _ post ( request, " resource _ name " ) resource _ display _ name = ar. get _ multiformat _ post ( request, " resource _ display _ name ", default = resourc... | [
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def debug ( self, text, verbose = 3 ) : self. output. debug ( text, verbose ) | [
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def _ internal _ poll ( self, _ deadstate = none ) : if self. returncode is none : if waitforsingleobject ( self. _ handle, 0 ) = = wait _ object _ 0 : self. returncode = getexitcodeprocess ( self. _ handle ) return self. returncode | [
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def updatedateindex ( map, crime, tipo ) : occurreddate = crime [ tipo ] entry = om. get ( map, occurreddate ) if entry is none : datentry = newdataentry ( crime ) om. put ( map, occurreddate, datentry ) else : datentry = me. getvalue ( entry ) adddateindex ( datentry, crime, tipo ) return map | [
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def isnotastopword ( self, word ) : if word in self. stopwords : return false return true | [
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async def create _ event _ manager _ interview _ room ( self, guild : discord. guild, event _ manager _ app : list [ str ] ) - > none : event _ manager _ app _ cat = discord. utils. get ( guild. categories, id = self. event _ manager _ app _ cat _ id ) event _ manager = discord. utils. get ( guild. members, id = event ... | [
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def get _ unfiltered _ chars ( self, payload, ref _ payload, delim, tag, attr ) : ref _ chars = ref _ payload. replace ( delim,'' ). replace ('9 ','' ) fuzz _ chars = payload. replace ( delim,'' ). replace ('9 ','' ) remove _ chars = set ( [ ] ) unfiltered _ chars _ list = [ ] html _ entities = ['& # 39 ','& quot ; ','... | [
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def draw _ fitregions ( self, trans ) : if self. _ fitr is not none : self. _ fitr. remove ( ) # find all regions regwhr = np. copy ( self. _ fitregions = = 1 ) # fudge to get the leftmost pixel shaded in too regwhr [ np. where ( ( self. _ fitregions [ : - 1 ] = = 0 ) & ( self. _ fitregions [ 1 : ] = = 1 ) ) ] = true s... | [
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def update _ occupancy _ rates ( ) : try : cronutils. require _ cron ( request. headers ) counts = parkingeventrepository ( ). get _ occuring _ paid _ event _ counts ( ) occupancyratesrepository ( ). refresh _ occupancies ( counts ) return'', 201 except cronutils. notcroncallerexception as e : logger. exception ( e ) a... | [
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def islocalhost ( ip ) : return ip in ('127. 0. 0. 1 ','localhost') | [
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def _ translate _ _ interfaces _ interface _ carrier _ delay ( input _ yang _ obj, translated _ yang _ obj = none ) : if input _ yang _ obj. down. _ changed ( ) : input _ yang _ obj. down = input _ yang _ obj. down if input _ yang _ obj. up. _ changed ( ) : input _ yang _ obj. up = input _ yang _ obj. up if input _ yan... | [
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def set _ session _ hook ( self, hook ) : self. session _ hook = hook | [
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def create _ tensor ( t ) : return jnp. array ( t ) | [
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def get _ role _ by _ uid ( self, uid ) : user = user ( self. db, uid ) return role ( self. db, user. role _ id ) | [
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def read _ data ( self ) : if os. path. exists ( self. file _ name ) : with open ( self. file _ name,'rb') as f : try : self. data = json. load ( f ) except : self. data = none self. indexer. initialize _ index ( ) else : print ( " file does not exist " ) return none | [
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def load _ model ( path ) : with open ( path + ". pkl ", " rb " ) as f : model = pickle. load ( f ) model. extractor = cv2. sift _ create ( ) model. index = faiss. read _ index ( path + ". idx " ) return model | [
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def checkmultiplicity ( self ) - > none : global pid mysite = self. mysite pywikibot. debug ( f'checking multiplicity : pid = { pid }') with self. lock : processes = [ ] used _ pids = set ( ) count = 1 now = time. time ( ) for proc in self. _ read _ file ( raise _ exc = true ) : used _ pids. add ( proc. pid ) if now - ... | [
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def format _ help ( self ) : def _ split _ bracketed _ expression ( expression ) : " " " splits an expresion on whitespace, keeping bracketed portions together. args : expression : string single - line expression to split. returns : list of strings, representing the split expression. " " " parts = [ ] current _ part = ... | [
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def gen _ palindromic _ decompositions ( string ) : def recursive ( string, start, sol, res ) : if start = = len ( string ) : res. append ( [ x for x in sol ] ) return for last in xrange ( start, len ( string ) ) : if is _ palindromic ( string, start, last ) : sol. append ( string [ start : last + 1 ] ) recursive ( str... | [
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def get _ market _ entities ( self, uuid ='market ', * * kwargs ) : return self. request ( f'markets / { uuid } / entities ', * * kwargs ) | [
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def forward ( self, rgb _ image ) : print ( " building model start " ) start _ time = time. time ( ) rgb _ image _ scale = rgb _ image * 255. 0 red, green, blue = tf. split ( rgb _ image _ scale, 3, 3 ) gbr _ image = tf. concat ( [ blue - vgg _ mean [ 0 ], green - vgg _ mean [ 1 ], red - vgg _ mean [ 2 ] ], 3 ) assert ... | [
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def startup _ gen ( * args, * * kwargs ) : complain _ on _ error = kwargs. pop ( " complain _ on _ error ", true ) if kwargs : first _ unknown _ kwarg = sorted ( kwargs ) [ 0 ] raise valueerror ( " invalid argument : { } ". format ( first _ unknown _ kwarg ) ) argv = [ " startup - gen " ] argv. extend ( args ) return r... | [
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def _ sudoexecutesync ( self, asargs ) : reporter. log ('executing [ sudo ] : % s'% ( asargs, ) ) ; reporter. flushall ( ) ; irc = 0 ; try : irc = utils. sudoprocesscall ( asargs, shell = false, close _ fds = false ) ; except : reporter. errorxcpt ( ) ; return ( false, 0 ) ; reporter. log ('exit code [ sudo ] : % s ( %... | [
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def shape ( self ) : return self. pile. shape + self. geobox. shape | [
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def create _ comment ( self, comment = none ) : new _ comment = comment ( author = self. user, content = " test _ content ", parent = comment, thread = self. thread ) new _ comment. save ( ) return new _ comment | [
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def execute _ commands ( commands ) : iterator = iter ( commands ) while true : # hint : implement iteration here command = next ( iterator ) if command = ='ping': print ('pong') else : print ('error') | [
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def get _ server _ fields ( self, instance ) : try : server _ fields = request _ plugin _ render ( instance ) except : logger. debug ('error requesting to server') return server _ fields | [
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def utility ( board ) : if winner ( board ) = = x : return 1 elif winner ( board ) = = o : return - 1 else : return 0 raise notimplementederror | [
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def find _ by _ timestamp ( self, timestamp, category ) : eventid = self. _ locate _ event ( timestamp, category ) eventref : documentreference = self. eventcollectionref. document ( eventid ) event = event. from _ dict _ and _ reference ( eventref. get ( ). to _ dict ( ), eventref ) return event | [
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def project _ home ( ) : if'uid'in session : user _ info = app. config ['user _ store']. get _ user _ info ( session ['uid'] ) user _ info _ json = json. dumps ( user _ info ) return make _ response ( render _ template ( get _ template _ path ('home'), userinfo = user _ info _ json ) ) else : return redirect ( url _ fo... | [
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def _ _ enter _ _ ( self ) : if self. aborted _ by _ user : return self # prompt for credentials until valid ones are given, user aborts, or user presses ctrl + c. while true : if self. _ _ cached _ cookies : # no need to prompt for credentials. authenticated = self. _ _ authenticate ( ) elif not self. prompt _ for _ c... | [
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def has _ tabular _ format ( self, document _ soup ) : if document _ soup. find ( " p ", string = re. compile ( ". * gesamtstimmrechtsanteile. * " ) ) : return true else : return false | [
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def test _ aux _ differential _ srv _ transform ( self ) : dim = 3 n _ sampling _ points = 2000 sampling _ times = gs. linspace ( 0. 0, 1. 0, n _ sampling _ points ) curve _ a = self. curve _ fun _ a ( sampling _ times ) tangent _ vec = gs. transpose ( gs. tile ( gs. linspace ( 1. 0, 2. 0, n _ sampling _ points ), ( di... | [
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def serialize ( self ) : return {'id': self. id,'name': self. name, } | [
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def stat _ model ( self ) : return self. _ stat _ model | [
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def test _ variables ( self ) : reward _ normalizer, _ = self. _ setup (. 5 ) self. assertlen ( reward _ normalizer. variables, 4 ) self. assertlen ( reward _ normalizer. trainable _ variables, 2 ) | [
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def update _ tag ( tag _ id, description ) : update _ spec = tag _ svc. updatespec ( ) update _ spec. setdescription = description tag _ svc. update ( tag _ id, update _ spec ) | [
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def prime _ subfield ( self ) : return gf2 | [
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def writeasciitable ( fn, h, d, fmtdata ='e') : fil = open ( fn,'w') ncol = len ( h ) - 1 # number of columns - 1 fmth ='% s'+ ncol *'% s'+'\ n'fil. write ( fmth % ( tuple ( h ) ) ) # header if fmtdata = = none : fmtdata ='e'if fmtdata = ='e': fmtd ='% e'+ ncol *'% e'+'\ n'elif fmtdata = ='f': fmtd ='% f'+ ncol *'% f'+... | [
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def _ _ init _ _ ( self, name, mix, * args, * * kwargs ) : kwargs. update ( { " mix " : mix } ) super ( zeroinflatedpoisson, self ). _ _ init _ _ ( name, * args, * * kwargs ) | [
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def get _ activation _ by _ aid ( self, aid ) : act _ list = activation ( self. db ). list ( activation _ id = aid ) if len ( act _ list ) = = 0 : return none return act _ list [ 0 ] | [
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def test _ cancelling _ booking _ with _ block ( self ) : event _ type = baker. make _ recipe ('booking. event _ type _ pc') event = baker. make _ recipe ('booking. future _ pc ', event _ type = event _ type ) blocktype = baker. make _ recipe ('booking. blocktype5 ', event _ type = event _ type ) block = baker. make _ ... | [
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1... |
def read _ count _ file ( count _ file ) : with open ( count _ file,'r') as input _ file : dialect = csv. sniffer ( ). sniff ( input _ file. readline ( ) ) df = pandas. read _ csv ( count _ file, sep = dialect. delimiter ) col2 = df. iloc [ :, 1 ] if not is _ numeric _ dtype ( col2. dtype ) : df. drop ( df. columns [ [... | [
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def get _ ph ( self, repeats, wait ) : msg = self. device. send ( " get - ph ", repeats, wait ) if msg. iserror ( ) : raise exception ( msg. geterror ( ) ) return msg. getdoubleparam ( 0 ) | [
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async def async _ set _ value ( self, value : str ) - > none : self. _ attr _ native _ value = value | [
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def writegitcommands ( filename, all _ renames, old _ renames _ to _ delete ) : with open ( filename,'w') as git _ file : git _ file. write ( " #! / bin / sh \ n " ) git _ file. write ( " # git commands to add all renames and delete old ones. \ n " ) git _ file. write ( " # this file is automatically generated by gener... | [
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def _ login ( self, force = false ) : now = time. time ( ) if abs ( now - self. session _ start _ time ) > = self. session _ timeout or \ force = = true : self. vmem _ vip. basic. login ( ) self. vmem _ mga. basic. login ( ) self. vmem _ mgb. basic. login ( ) self. session _ start _ time = now return true return false | [
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def consume ( self, key, num _ tokens ) : # note ( kgriffs ) : assume that the key will be present, since # replenish ( ) will always be called before consume ( ). tokens _ in _ bucket = self. _ buckets [ key ] [ 0 ] if tokens _ in _ bucket < num _ tokens : return false # note ( kgriffs ) : in a multi - threaded applic... | [
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def split ( str, delimiters, joiner = none ) : result, element = [ ],'' for c in str : if c in delimiters : result. append ( element ) element ='' if joiner : result. append ( joiner ) else : result. append ( c ) else : element + = c result. append ( element ) return result | [
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def test _ register _ user ( self ) : user = { " username " : " rozzah1 ", " password " : " password " } userdata = json. dumps ( user ) response = self. client. post ( " / v1 / auth / register ", data = userdata, content _ type = " application / json " ) self. assertequal ( response. status _ code, 201 ) output = json... | [
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def matrix _ mul ( m _ a, m _ b ) : if not isinstance ( m _ a, list ) : raise typeerror ( " m _ a must be a list " ) if not isinstance ( m _ b, list ) : raise typeerror ( " m _ b must be a list " ) for item in m _ a : if not isinstance ( item, list ) : raise typeerror ( " m _ a must be a list of lists " ) for item in m... | [
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def _ get _ cpo _ array _ type ( val ) : # check empty array if not val : return type _ intarray # get the most common type for all array elements cet = none for v in val : nt = _ get _ cpo _ type ( v ) if nt is none : return none # combine with global type cet = nt if cet is none else cet. get _ common _ type ( nt ) i... | [
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def _ _ init _ _ ( self, plist ) : # parameter names self. params = plist [ :, 0 ] self. llim = plist [ :, 1 ] self. rlim = plist [ :, 2 ] | [
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def register _ images ( output _ map, grapher, epoch, post _ every = 5, prefix ='train') : is _ posting _ epoch = epoch > 0 and epoch % post _ every = = 0 if args. distributed _ rank = = 0 and grapher is not none and is _ posting _ epoch : # only send stuff to visdom once. for k, v in output _ map. items ( ) : if isins... | [
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def importinvertedindexfromfile ( self, pathtofile ) : with open ( pathtofile,'r') as invertedindexfile : for line in invertedindexfile : if ( line [ 0 ] )! ='\ t': term = line. split (':') [ 0 ] # extract term else : termdocentry = line. split (':') docid = int ( termdocentry [ 0 ]. strip ( ) ) self. docidset. add ( d... | [
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def base _ command ( self ) - > str : return f " sam { command _ name } " | [
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def convert _ cribbed _ to _ regex ( string : str ) - > list : # todo what happens when we have multiple spaces? # split into individual words crib _ split = string. split ( " " ) # if only 1 word, must be contained within a word if len ( crib _ split ) = = 1 : crib _ split [ 0 ] = ". * " + crib _ split [ 0 ] + ". * " ... | [
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def post ( self, email, username, password ) : if not request. is _ json : return jsonify ( { " message " : " missing json in request " } ), 400 email = normalize _ email ( email ) if check _ username ( username ) : return check _ username ( username ) user = user. query. filter _ by ( email = email ). first ( ) if use... | [
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def djikstra _ heuristic ( graph, src, dest, parents ) : return graph. edges [ ( src, dest ) ]. get _ distance ( ) | [
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def analyze ( statement ) : statement = statement. lower ( ) for item in convos : match = re. search ( item [ 0 ], statement ) if match : response = np. random. choice ( item [ 1 ] ) return response. replace ('{ 0 } ', reflect ( match. group ( 0 ) ) ) | [
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def _ get _ cpo _ type _ str ( val ) : return _ get _ cpo _ type ( val ). get _ name ( ) | [
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def ownership _ verification _ certificate _ arn ( self ) - > optional [ str ] : return pulumi. get ( self, " ownership _ verification _ certificate _ arn " ) | [
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def disabled ( name ) : return name in get _ disabled ( ) | [
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def remove _ if ( ary, predicate, extra _ args = [ ], preamble = " ", queue = none, wait _ for = none ) : return copy _ if ( ary, "! ( % s ) " % predicate, extra _ args = extra _ args, preamble = preamble, queue = queue, wait _ for = wait _ for ) | [
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def test _ list _ alumno _ con _ alumno _ curso _ otra _ institucion ( self ) : self. client. force _ authenticate ( user = self. user _ admin ) anio _ lectivo = self. anio _ lectivo _ 2. id response = self. client. get ( f " / api / alumnos / list /? anio _ lectivo = { anio _ lectivo } " ) self. assertequal ( response... | [
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def _ _ connect _ output _ signals _ ui ( self ) : for output in self. _ _ output _ list : output. signal. rop _ name _ changed. connect ( self. _ _ output _ update _ ui ) output. signal. being _ deleted. connect ( self. _ _ remove _ output _ item ) output. signal. camera _ changed. connect ( self. _ _ camera _ update ... | [
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def _ _ getitem _ _ ( self, item ) : if item = = 0 : return self. x elif item = = 1 : return self. y elif item = = 2 : return self. z else : raise indexerror ( " index out of range : vector 3d has x [ 0 ], y [ 1 ] and z [ 2 ] items. item calls greater than 2 " " not permitted " ) | [
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def rotate ( self, theta ) : # first we need to shift the shape to the origin. centre = self. get _ centre ( ) self. shift ( - centre [ 0 ], - centre [ 1 ] ) # rotate all the points about the origin. new _ pts = [ ] for pt in self. points : x _ new = pt [ 0 ] * math. cos ( theta ) - pt [ 1 ] * math. sin ( theta ) y _ n... | [
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def encode _ invocation _ params ( params ) : final _ params = [ ] for p in params : if isinstance ( p, bool ) : final _ params. append ( {'type': contractparametertypes. boolean. value,'value': p } ) elif isinstance ( p, int ) : final _ params. append ( {'type': contractparametertypes. integer. value,'value': p } ) el... | [
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def _ _ init _ _ ( self, grid, location ) : self. grid = grid self. location = location | [
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def get _ dnpq ( self ) : return self. dnpq | [
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def test _ auto _ cancel _ open _ orders _ without _ count _ down _ time ( ) : client = client ( key, secret ) client. auto _ cancel _ all. when. called _ with ( symbol = " btcusdt ", count _ down _ time = none ). should. throw ( parameterrequirederror ) | [
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def encrypt ( self, # type : cryptomanager plaintext, # type : union [ str, bytes, bytearray ] encrypter _ alias = none, # type : str ) - > dict : pass | [
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def _ _ repr _ _ ( self ) : return'< twilio. pricing. v2 > ' | [
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def cross _ reference _ specimens ( self, specimen _ df : dataframe, colonies _ df : dataframe, entity _ type : str ) - > dataframe : specimen _ df = specimen _ df. alias ( " specimen " ) colonies _ df = colonies _ df. alias ( " colony " ) # join the specimen information with the colony information specimen _ df = spec... | [
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def extend ( self, iterable : iterable [ _ t ] ) - > none : if isinstance ( iterable, type ( self ) ) : # don't use sums! iterable = iterable. original _ layout ( ) for value in iterable : self. append ( value ) | [
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def remove _ books ( self, * args ) : for book in args : if book. book _ id in self. books : book. unshelf ( ) print ( " removed books from shelf. \ n " " the { shelf } shelf now contains : ". format ( shelf = self. name ) ) self. report ( ) | [
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def request _ remote _ metrics _ calc ( epoch, model, grapher, prefix, post _ every ) : assert hasattr ( model,'metrics _ client') and model. metrics _ client is not none, " metrics client not created. " assert hasattr ( model,'test _ images') and model. test _ images is not none, " metrics test images not setup. " # g... | [
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def get _ flow ( self, heading, velocity, filter _ steps = 0 ) : rf _ angle = np. pi / 4. 0 left = [ np. sin ( heading - rf _ angle ), np. cos ( heading - rf _ angle ) ] right = [ np. sin ( heading + rf _ angle ), np. cos ( heading + rf _ angle ) ] flow = np. dot ( np. array ( [ left, right ] ), velocity ) # if we are ... | [
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def get _ value ( self ) - > scalartype : if self. yaml _ node. tag = ='tag : yaml. org, 2002 : str': return self. yaml _ node. value if self. yaml _ node. tag = ='tag : yaml. org, 2002 : int': return int ( self. yaml _ node. value ) if self. yaml _ node. tag = ='tag : yaml. org, 2002 : float': return float ( self. yam... | [
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def phase _ mutations ( bam _ file, start, end ) : from collections import counter logging. debug ('looking for mutations on the same codon to be phased') haps = [ ] # coverage = 0 cml = shlex. split ('samtools view % s sample _ consensus : % d - % d'% ( bam _ file, start, end ) ) proc = subprocess. popen ( cml, stdout... | [
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def passwordify ( s ) : digits = [ str ( x ) for x in range ( 0, 10 ) ] lower = [ chr ( x ) for x in range ( ord ('a'), ord ('z') + 1 ) ] upper = [ chr ( x ) for x in range ( ord ('a'), ord ('z') + 1 ) ] symbols = "!? + - = * / @ # $ % & ( ) [ ] ; :,. < > " def at ( l, x ) : return l [ ord ( x ) % len ( l ) ] return''.... | [
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def _ _ init _ _ ( self, data ) : self. data = data self. left = none self. right = none self. depth = 0 self. parent = none | [
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def _ translate _ _ interfaces _ interface _ ipv6 _ address ( input _ yang _ obj, translated _ yang _ obj = none ) : translated _ yang _ obj. type = " global " translated _ yang _ obj. algorithm _ type = " none " if input _ yang _ obj. prefix _ length. _ changed ( ) : translated _ yang _ obj. prefix _ length = input _ ... | [
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def to _ sql _ statement _ create ( self ) : return sql _ text ( f " create function { self. literal _ schema }. { self. literal _ signature } { self. definition } " ) | [
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def raw _ league _ statistics ( ) : leagues = pd. read _ sql ( " select * from league ", getdata. conn ) print ( leagues. isnull ( ). sum ( ) ) print ( leagues. describe ( ) ) print ( leagues. dtypes ) | [
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def setup _ dashboard ( self ) : # draw dashboard with border arcade. draw _ rectangle _ filled ( * * self. _ dashboard _ data, color = arcade. color. blue ) arcade. draw _ rectangle _ outline ( * * self. _ dashboard _ data, color = arcade. color. black, border _ width = 2 * margin ) # calculate timer ( in mm : ss form... | [
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async def issue _ updated _ event ( event, gl, * args, * * kwargs ) : jsonstr = json. dumps ( event. _ _ dict _ _ ) await createissuegreetingforupdate ( gl, event ) ; | [
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def bssc _ init _ grafana _ version ( self, log ) : if not self. bssc _ is _ up ( log ) : self. bssc _ grafana _ version = clog. error _ msg return grafana _ version = self. bssc _ server. bes _ grafana _ version ( log ) if grafana _ version is none : self. bssc _ grafana _ version = clog. error _ msg self. bssc _ fail... | [
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def new _ note ( self, y _ coord, x _ coord, height = 30, width = 30, totextlist = none, blank = false, divider = 0, box _ char = none ) : skip = ['' ] if blank : skip = [ ] if totextlist is none and not self. dictionary _ mode : totextlist = self. textlist else : totextlist = self. display _ dict frame = self. make _ ... | [
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def compare ( self, other ) : if self. type! = other. type : return self. type. id - other. type. id if self. name! = other. name : return self. type. id - other. type. id sclen = len ( self. children ) oclen = len ( other. children ) if sclen! = oclen : return sclen - oclen for sc, oc in zip ( self. children, other. c... | [
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def make _ pizza ( * toppings ) : print ( toppings ) print ('- - - -') | [
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def print _ progress _ bar ( iteration, total, prefix ='', suffix ='', decimals = 1, length = 100, fill ='', print _ end = " \ r " ) : percent = ( " { 0 :. " + str ( decimals ) + " f } " ). format ( 100 * ( iteration / float ( total ) ) ) filled _ length = int ( length * iteration / / total ) bar = fill * filled _ leng... | [
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def _ _ str _ _ ( self ) : return f " { self. x, self. y, self. z, self. w } " | [
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def _ check _ rbl _ addr ( self, addresses, rbl _ server, subtest = none ) : if self. ctxt. skip _ rbl _ checks : return false if subtest is not none : try : subtest = regex ( subtest ) except re. error as e : self. ctxt. err ( " invalid regex % s : % s ", subtest, e ) return false for addr in addresses : if " @ " in a... | [
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def findconn ( self, st ) : en = np. complex128 ( 0 ) for k in range ( self. nspins - 1 ) : en - = st [ k ] * st [ k + 1 ] if self. pbc : en - = st [ 0 ] * st [ - 1 ] self. mel [ 0 ] = en [ 0 ] return self. iflips, self. mel | [
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def route ( self, path : str, methods : typing. optional [ typing. list [ str ] ] = none, name : typing. optional [ str ] = none, include _ in _ schema : bool = true, ) - > typing. callable : # type : ignore [ type - arg ] warnings. warn ( " the ` route ` decorator is deprecated, and will be removed in version 1. 0. 0.... | [
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def split ( x, y, ratio = 0. 7 ) : idx = round ( len ( x ) * ratio ) x _ train, y _ train = x [ : idx ], y [ : idx ] x _ test, y _ test = x [ idx : ], y [ idx : ] return ( x _ train, y _ train ), ( x _ test, y _ test ) | [
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0.5476145148277283,
0.4668775498867035,
-0.6267712116241455,
-0.31301403045654297,
-0.15170536935329437,
-0.8640997409820557,
-0.09066560119390488,
-0.4348441958427429,
0.5066184401512146,
-0.022580586373806,
-0.31565946340560913,
-0.10755517333745956,
-1.3586519956588... |
def compute ( self, img ) : kps, descriptors = self. extractor. detectandcompute ( img, none ) bow _ descriptor = np. zeros ( self. n _ words ) n _ words _ in _ img = len ( kps ) if n _ words _ in _ img = = 0 : return bow _ descriptor if self. use _ root _ sift : descriptors / = ( descriptors. sum ( axis = 1, keepdims ... | [
0.39607930183410645,
0.02600719779729843,
0.6566243767738342,
0.2501572072505951,
-0.09872141480445862,
-0.23912382125854492,
0.16885633766651154,
0.6559527516365051,
0.5748056173324585,
0.8312331438064575,
0.40550941228866577,
1.0550098419189453,
-0.1378924399614334,
1.3916358947753906,
... |
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