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def _ _ len _ _ ( self ) - > int : return len ( self. _ st ) | [
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def check _ correct _ handshake ( client _ handshake ) : # the opening handshake must be a get request and be at least http 1. 1 if not client _ handshake. find ( " get / " ) > = 0 : return false if not client _ handshake. find ( " http / " ) > = 0 : return false else : http _ version = float ( client _ handshake. spli... | [
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def parse _ allele ( self, allele ) : if '.'not in allele : raise invalidhgvsname ( allele,'allele ','expected kind " c. ", " p. ", " g. ", etc') # determine hgvs name kind. kind, details = allele. split ( '. ', 1 ) self. kind = kind self. mutation _ type = none if kind = = " c " : self. parse _ cdna ( details ) elif k... | [
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def decision ( self, * * kwargs ) - > list : cpu = self. cpu _ info cpu _ detail = " p % d % s % s % dmhz % d cores " % ( cpu. cpu _ class, cpu. vendor, cpu. model, cpu. speed, cpu. cores ) return [ { " component " : self. get _ component _ type ( ), " result " : self. cpu _ info. cpu _ class > = 5, " message " : cpu _... | [
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def clear _ gateway ( self ) : self. gateway = none self. afdeling. clear _ gateway ( ) | [
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def to _ get _ request _ information ( self, request _ configuration : optional [ calendarpermissionsrequestbuildergetrequestconfiguration ] = none ) - > requestinformation : request _ info = requestinformation ( ) request _ info. url _ template = self. url _ template request _ info. path _ parameters = self. path _ pa... | [
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def class _ name ( cls ) : return cls. _ _ name _ _. replace ( '. ','_') | [
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def transform _ global ( f, p ) : a _ f = f [ 2 ] t _ f = f [ 0 : 2 ] r = np. array ( [ [ cos ( a _ f ), - sin ( a _ f ) ], # rotation matrix [ sin ( a _ f ), cos ( a _ f ) ] ] ) p _ w = r. dot ( p ) + t _ f x, y = p j _ f = np. array ( [ [ 1, 0, - y * cos ( a _ f ) - x * sin ( a _ f ) ], [ 0, 1, x * cos ( a _ f ) - y ... | [
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async def delete _ file ( self, file _ key : str ) : loop = asyncio. get _ running _ loop ( ) func = functools. partial ( self. delete _ file _ sync, file _ key = file _ key ) return await loop. run _ in _ executor ( self. executor, func ) | [
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def _ _ init _ _ ( _ _ self _ _, *, id : optional [ str ] = none, location : optional [ str ] = none, name : optional [ str ] = none, plan : optional ['outputs. armplanresponse'] = none, properties : optional ['outputs. apientityresponse'] = none, sku : optional ['outputs. skudescriptionresponse'] = none, tags : option... | [
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def movetaskdown ( self, label ) : rowid = self. lookuprowid ( label ) trace = self. deletetask ( rowid ) root = trace. list [ 0 ] [ 0 ] root. task. position + = 1 # todo : should check if at bottom already self. readdatabase ( ) newlabel = self. inserttrace ( trace ) return newlabel | [
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def is _ an _ adj ( word ) : # it is a noun verb pronoun or determinant so we have to return 0 if word in resourcepool ( ). special _ nouns + resourcepool ( ). special _ verbs : return 0 # for the regular adjectives for k in resourcepool ( ). adjective _ rules : if word. endswith ( k ) : return 1 # for adjectives creat... | [
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def get _ pwm _ settings ( self ) : msg = self. device. send ( " get - pwm - settings " ) if msg. iserror ( ) : raise exception ( msg. geterror ( ) ) return { " pwm _ pulse " : msg. getintparam ( 0 ), " pwm _ min " : msg. getintparam ( 1 ), " pwm _ max " : msg. getintparam ( 2 ), " pwm _ on " : msg. getparam ( 3 ), } | [
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def parse _ date ( str _ input ) : # patterns = [ # yyyy _ mm _ dd, # mm _ dd _ yyyy, # month _ dd _ yyyy # ] patterns = [ r'(? p < year > [ \ d ] { 4 } ) [ - / ]?'r'(? p < month > [ \ d ] { 1, 2 } ) [ - / ]?'r'(? p < day > [ \ d ] { 1, 2 } ) ', r'(? p < month > [ \ d ] { 1, 2 } ) [ - / ]?'r'(? p < day > [ \ d ] { 1, 2... | [
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def encode _ caption ( caption, word _ map, max _ caption _ len ) : return ( [ word _ map [ token _ start ] ] + [ word _ map. get ( word, word _ map [ token _ unknown ] ) for word in caption ] + [ word _ map [ token _ end ] ] + [ word _ map [ token _ pad ] ] * ( max _ caption _ len - len ( caption ) ) ) | [
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def getcdf ( self, x ) : # - - - + - - - - | - - - - + - - - - | - - - - + - - - - | - - - - + - - - - | - - - - + - - - - | - - - - + - - - - | - - - - + - - - - | return binomialdistbase. getcdf ( self, x ) | [
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def extractcolorfeature ( self, image ) : # mu = [ m / 2 for m in image. shape [ : 2 ] ] # s = [ m / 2 for m in mu ] # s = [ [ s [ 0 ], 0 ], [ 0, s [ 1 ] ] ] # idx = np. random. multivariate _ normal ( mu, s, self. nrsamples ). astype ( int ) hue = image [ :, :, 0 ]. flatten ( ) sat = image [ :, :, 1 ]. flatten ( ) sam... | [
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def total _ pnl ( self ) : return self. realised _ pnl + self. unrealised _ pnl | [
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def _ _ init _ _ ( self :'linked _ list ', head : plc _ node = none, size : int = 0 ) : plc _ list. _ _ setattr _ _ ( self, " head ", head ) plc _ list. _ _ setattr _ _ ( self, " size ", size ) | [
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def test _ interface _ 1 ( ) : tcex _ instance = utility. init _ tcex ( ) owner = tcex _ instance. args. api _ default _ org batch = tcex _ instance. batch ( owner ) batch _ ind _ creation _ interface _ 1. address _ create ( batch ) batch _ ind _ creation _ interface _ 1. email _ address _ create ( batch ) batch _ ind ... | [
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def adjust _ learning _ rate ( original _ lr, optimizer, epoch ) : if epoch > 120 : lr = original _ lr * ( 0. 1 ) for param _ group in optimizer. param _ groups : param _ group ['lr'] = lr elif epoch > 160 : lr = original _ lr * ( 0. 01 ) for param _ group in optimizer. param _ groups : param _ group ['lr'] = lr # elif... | [
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def parse _ args ( argv ) : parser = argparse. argumentparser ( ) parser. add _ argument ('- - verbose ', default = false, action ='store _ true ', dest ='verbose ', help = " whether to give extra information at run time. " ) parser. add _ argument ('- - src - dir ', default = '. ', dest ='src _ dir ', help = " the loc... | [
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def prev _ inorder ( self ) : current _ node = self. _ node if current _ node. is _ end _ node ( ) : # current node is a composite node and current focus is on end _ widget last _ child = current _ node. get _ last _ child ( ) if last _ child is not none : if hasattr ( last _ child, " has _ children " ) : # first _ chi... | [
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def raw _ history ( board, history ) : a = np. zeros ( ( board. side, board. side ) ) time = 0 for history _ move in history : color, move = history _ move. colour, history _ move. move time + = 1 assert move is not none # first move should have 1 a [ move ] = time empty, full = a = = 0, a! = 0 # the first one now will... | [
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def requirement ( request ) : if request. method = ='post': # fetch customer data customer = customer. objects. get ( id = request. post. get ('pk') ) if'btn _ delete'in request. post : # delete the current customer and all his data customer. delete ( ) messages. warning ( request,'customer { } was deleted. '. format (... | [
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def selector ( self ) : if localexplanation. _ does _ quack ( self ) : return localexplanation. selector. _ _ get _ _ ( self ) nan _ predicted = np. empty ( ( 1, 1 ) ) nan _ predicted [ : ] = np. nan feature _ types = [ " numeric " ] * len ( self. features ) return gen _ global _ selector ( nan _ predicted, self. featu... | [
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def confirm _ reset _ password ( cls, pending _ action : pendingaction, plain _ password : str ) : cls. set _ pasword ( pending _ action. user, plain _ password ) pending _ action. delete ( ) | [
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def approve ( self, object ) : status = contentflag. objects. add _ flag ( object, contentflag. accept _ flag ) return status | [
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def cfn _ parameters ( self ) : parameters = copy. deepcopy ( self. parameters ) parameters. update ( self. blueprint. get _ cfn _ parameters ( ) ) return parameters | [
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def get _ translation _ entries _ per _ locale ( self ) : result = [ ] for locale _ code, locale _ name in settings. languages : # @ unusedvariable try : transl = self. translations. filter ( locale = locale _ code ). defer ('text'). latest ('timestamp') except cmstranslation. doesnotexist : transl = none result. appen... | [
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def getdelay ( self, write : bool = false ) : if write : thisdelay = self. writedelay else : thisdelay = self. delay # we're checking for multiple processes if time. time ( ) > self. checktime + self. checkdelay : self. checkmultiplicity ( ) multiplied _ delay = self. mindelay * self. next _ multiplicity if thisdelay <... | [
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def deletens ( self, nsid ) : osm _ url = f " https : / / { self. ip } : 9999 / osm / nslcm / v1 / ns _ instances _ content / " \ + nsid while true : headers = {'content - type':'application / yaml ','accept':'application / json ','authorization': f'bearer { self. token } ', } response = requests. delete ( osm _ url, h... | [
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def create _ compressor ( self, * * kwargs ) : kwargs [ " quiet " ] = true return marshacompressor ( * * kwargs ) | [
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def set _ motor _ one ( self, level ) : self. _ set _ motor ( level, self. command _ set _ a _ fwd, self. command _ set _ a _ rev ) | [
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def pyramid ( n ) : result = [ ] if n is none or n = = 0 : return result for n in range ( 1, n + 1 ) : result. append ( [ 1 ] * n ) return result | [
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def sample ( self, num _ items : int, * * kwargs ) - > optional [ samplebatchtype ] : # if we don't have any samples yet in this buffer, return none. if len ( self ) = = 0 : return none idxes = [ random. randint ( 0, len ( self ) - 1 ) for _ in range ( num _ items ) ] sample = self. _ encode _ sample ( idxes ) # update... | [
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def substitute _ entry ( dict _ list, new _ entry, criteria, allowed _ addition = false ) : entry _ exists = len ( [ x for x in dict _ list if x [ criteria ] = = new _ entry [ criteria ] ] ) > 0 print ('entry exists ', entry _ exists,'allowed addition ', allowed _ addition ) if allowed _ addition and not entry _ exists... | [
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def prepare _ ucf _ and _ kinetics ( opt, spatial _ transform, temporal _ transform, target _ transform ) : combined _ dataset = ucf _ with _ kinetics ( opt. l _ vids _ path, opt. l _ annotation _ path, opt. ul _ vids _ path, opt. ul _ annotation _ path,'training ', 1, spatial _ transform = spatial _ transform, tempora... | [
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def process _ bit _ mem _ address _ part2 ( mask, address _ bit ) : idx, mask _ arr = process _ mask ( mask ) idx0, idx1, idxx = idx # apply basic mask # address _ bit = relabel _ bit ( address _ bit, idx0, mask _ arr [ idx0 ] ) address _ bit = relabel _ bit ( address _ bit, idx1, mask _ arr [ idx1 ] ) # apply floating... | [
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async def test _ form _ invalid _ auth ( hass, smarttub _ api ) : result = await hass. config _ entries. flow. async _ init ( domain, context = { " source " : config _ entries. source _ user } ) smarttub _ api. login. side _ effect = loginfailed result2 = await hass. config _ entries. flow. async _ configure ( result [... | [
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def update _ v ( v _ current _ l, a _ current _ l, a _ new, dt _ l ) : v _ new = v _ current _ l + 0. 5 * ( a _ current _ l + a _ new ) * dt _ l return v _ new | [
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def addangularvelocity ( self, yaw, pitch, roll ) : self. angularvelocity + = vector3 ( yaw, pitch, roll ) | [
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def mat _ to _ xyz ( foci, mat _ dims = none, xyz _ dims = none ) : foci = np. hstack ( ( foci, np. ones ( ( foci. shape [ 0 ], 1 ) ) ) ) mat = np. array ( [ [ - 2, 0, 0, 90 ], [ 0, 2, 0, - 126 ], [ 0, 0, 2, - 72 ] ] ). t result = np. dot ( foci, mat ) [ :, : : - 1 ] # multiply and reverse column order return np. round... | [
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def glorot ( shape, name = none ) : init _ range = np. sqrt ( 6. 0 / ( shape [ 0 ] + shape [ 1 ] ) ) # initial = tf. random _ uniform ( shape, minval = - init _ range, maxval = init _ range, dtype = tf. float32 ) # return tf. variable ( initial, name = name ) # init = torch. doubletensor ( shape [ 0 ], shape [ 1 ] ). u... | [
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def check _ header ( file, location, header ) : file. seek ( location ) sig = file. read ( 8 ) return int ( codecs. encode ( sig,'hex'), 16 ) = = header | [
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def pick _ wm _ 2 ( probability _ maps ) : import sys import os if ( isinstance ( probability _ maps, list ) ) : if ( len ( probability _ maps ) = = 1 ) : probability _ maps = probability _ maps [ 0 ] for file in probability _ maps : print file if file. endswith ( " seg _ 2. nii. gz " ) : return file return none | [
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def _ get _ storage ( self, storage _ uri = none ) : try : # use a lock since this storage object will be requested by thread pool threads, so we need to make sure # any singleton initialization will occur only once self. _ storage _ lock. acquire ( ) storage _ uri = storage _ uri or self. _ storage _ uri return storag... | [
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def voltage ( self, value ) : # verify that the voltage to be set is within span if value < = self. span _ limits [ 0 ] or value > = self. span _ limits [ 1 ] : raise valueerror ( " voltage { 0 } is out of the allowed span { 1 }. ( note : span excludes end points ) ". format ( value, self. span _ limits ) ) # verify th... | [
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def existing _ transaction ( self, address ) : for transaction in self. transaction _ map. values ( ) : if transaction. input. get ('address') = = address : return transaction | [
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def build ( self, vtkpolydata, vtkdataarray ) :... | [
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def _ handlelargetext ( self, data : str ) - > str : if len ( data ) < = 2048 : return data return typeclozehander. re _ remaining _ text. sub ( r'\ 1 ', data, re. dotall ) # apply it again | [
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def _ _ init _ _ ( self, apps ) : try : apps = list ( apps. items ( ) ) except attributeerror : pass # sort the apps by len ( path ), descending def by _ path _ len ( app ) : return len ( app [ 0 ] ) apps. sort ( key = by _ path _ len, reverse = true ) # the path _ prefix strings must start, but not end, with a slash. ... | [
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def get _ media _ requests ( self, item, info ) : return [ request ( self. _ prefix _ url _ scheme ( x ), meta = {'fallback _ url': self. _ prefix _ url _ scheme ( item. get ('ffffound _ img _ url') ) } ) for x in item. get ( self. images _ urls _ field, [ ] ) ] | [
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def status ( ) : if production : print " run'/ etc / init. d / rabbitmq - server status'to check status " else : # bug rabbit _ mqenv not defined local ( " sudo { rabbitmqctl } status ". format ( * * rabbit _ env ) ) | [
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def _ _ eq _ _ ( self, other ) : if not isinstance ( other, policiesperipheralsdeviceredirectionprinterredirectionoptions ) : return false return self. _ _ dict _ _ = = other. _ _ dict _ _ | [
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def setpinkslips ( self, pinkslips ) : distributedtoon. distributedtoon. setpinkslips ( self, pinkslips ) self. inventory. updatetotalpropstext ( ) | [
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def pop ( self ) : if self. _ size > 0 : no = self. top self. top = self. top. next self. _ size = self. _ size - 1 return no. valor raise indexerror ( " the stack is empty! " ) | [
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def filterstories ( stories, trigger ) : trigger = str ( trigger ) trigger = trigger. lower ( ) filteredstories = [ ] c = 0 for s in stories : try : titlelow = s. title. lower ( ) subjectlow = s. subject. lower ( ) summarylow = s. summary. lower ( ) if trigger in titlelow or trigger in subjectlow or trigger in summaryl... | [
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def _ _ init _ _ ( self, x0, mu, sig ) : self. b = lambda x, t : mu * x # drift term, a function b ( x, t ) self. sigma = lambda x, t : sig * x # diffusion term, a function sigma ( x, t ) self. dsigma = lambda x, t : sig # deriv of diffsn term, a function sigma'( x, t ) self. soln = ( lambda x0, dt, dw : x0 * np. exp (... | [
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def is _ on ( self ) - > bool : return self. state = = state _ on | [
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def set _ hist _ fire _ seasons _ firms ( self, df _ firms, centr _ res _ factor = 1. 0, centroids = none, hemisphere = none, year _ start = none, year _ end = none, keep _ all _ fires = false ) : logger. info ('setting up historical fires for year set.') self. clear ( ) # read and initialize data df _ firms = self. _ ... | [
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def test _ f _ transform _ and _ inverse ( self ) : cells, _, _ = data _ utils. load _ cells ( ) curve = cells [ 0 ] metric = self. elastic _ metric f = metric. f _ transform ( curve ) f _ inverse = metric. f _ transform _ inverse ( f, curve [ 0 ] ) result = f. shape expected = ( curve. shape [ 0 ] - 1, 2 ) self. asser... | [
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def _ _ mul _ _ ( self, other ) : if self. source! = other. dest : raise valueerror ( " destination frame of first rotation { } is not the same as source frame of second rotation { }. ". format ( other. dest, self. source ) ) if isinstance ( other, constantrotation ) : new _ rot = self. _ rot * other. _ rot return cons... | [
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def test _ microvm _ boottime _ no _ network ( test _ microvm _ with _ boottime ) : boottime _ us = _ test _ microvm _ boottime ( test _ microvm _ with _ boottime, none ) print ( " boot time with no network is : " + str ( boottime _ us ) + " us " ) | [
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def test _ readback _ mode _ off ( self ) : receiver = streamingbodyreceiver ( readback = false ) d = deferred ( ) receiver. finished = d receiver. content _ length = 5 fd = receiver. _ fd receiver. datareceived ('hello') why = failure ( responsedone ('done') ) receiver. connectionlost ( why ) self. assertidentical ( d... | [
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def uuid _ to _ source ( uuid ) : return os. path. join ( image _ path, uuid ) | [
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def remove _ node _ modules ( self ) : for filename in [ " package - lock. json ", " yarn. lock " ] : if os. path. exists ( base _ path ( filename ) ) : os. remove ( filename ) shutil. rmtree ( base _ path ( " node _ modules " ), ignore _ errors = true ) | [
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def _ log _ iteration _ status ( * * kwargs ) : for key, value in kwargs. items ( ) : logging. info ( " % s = % s " % ( key, value ) ) | [
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def compute _ ne _ star _ top ( u _ star, g, use _ movement _ constraints = true, * * solver _ args ) : u = np. vstack ( u _ star ) z = cp. variable ( len ( u _ star ) ) z _ vec = cp. variable ( len ( u ) ) w = cp. variable ( ) x _ cat = cp. variable ( len ( u ) ) y _ joint = cp. variable ( u. shape [ 1 ] ) constraints... | [
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def add _ system _ from _ fasta ( self, fasta ) : base = os. path. abspath ( fasta ). split ( '.') [ 0 ] mol _ id = base. split ('/') [ - 1 ] oemol = oechem. oemol ( ) ifs = oechem. oemolistream ( fasta ) # after a lot of working on a single example # this seems to be the right combination # of calls to get an oemol fr... | [
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def test _ _ _ init _ _ ( image _ config : imageconfig, image _ config _ signed : imageconfig ) : assert image _ config assert image _ config _ signed | [
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def job _ kick _ if _ inactive ( self, bot : bot, job : job ) : with self. db _ session ( ) as session : user _ id = job. context quizpass = get _ active _ quizpass ( session, user _ id ) if not quizpass : self. logger. info ( " user ( id = % s ) was kicked for not starting the quiz ", user _ id ) bot. kick _ chat _ me... | [
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def test _ check _ input _ castlandmap ( ) : chmap, landmap, bv, tw, dim0 = mob. check _ inputs ( chmask, basevalues _ idx = [ 0 ], window _ idx = 1, landmap = landmask [ 0 ]. mask [ :, : ] ) assert np. shape ( chmap ) = = np. shape ( landmap ) | [
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def fit _ transform ( self, x, y = none, * * fit _ params ) : xt = check _ array ( x, ensure _ 2d = false ) validate _ params ( self. get _ params ( ), self. _ hyperparameters ) if xt. ndim = = 2 : _ check _ has _ one _ column ( xt ) else : xt = xt [ :, none ] xt = self. _ fit _ transform ( xt ) xt = _ remove _ empty _... | [
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def _ wikilink _ parse ( text ) : subs = _ links. split ( text ) return [ _ pipes. split ( s ) [ - 1 ] for s in subs ] | [
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def new ( * args, * * kargs ) : obj = itkimageserieswriteriul3iul2. _ _ new _ orig _ _ ( ) import itktemplate itktemplate. new ( obj, * args, * * kargs ) return obj | [
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def get _ layer _ fields ( self, layer _ name ) : layer _ path = os. path. join ( self. path, layer _ name ) return ordereddict ( [ ( f. name, f ) for f in arcpy. listfields ( layer _ path ) ] ) | [
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def temp _ encoded _ video ( num _ frames : int, fps : int, height = 10, width = 10, prefix = none ) : # lossless options. video _ codec = " libx264rgb " options = { " crf " : " 0 " } data = create _ dummy _ video _ frames ( num _ frames, height, width ) with tempfile. namedtemporaryfile ( prefix = prefix, suffix = ". ... | [
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def check _ if _ file _ is _ empty ( in _ file ) : import nibabel as nb import numpy as np nii = nb. load ( in _ file ) data = nii. get _ data ( ) if data. size = = 0 or np. all ( data = = 0 ) or np. all ( data = = np. nan ) : raise valueerror ('file % s is empty. use a lower threshold or turn off regressors'% ( in _ f... | [
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def created _ time ( self ) - > optional [ str ] : return pulumi. get ( self, " created _ time " ) | [
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def update ( self ) - > none : src = self. _ section. polygon section _ width = self. _ section _ width section _ height = self. _ section _ height self. _ pixels _ per _ unit = self. _ base _ width / section _ width self. _ units _ per _ pixel = 1. 0 / self. _ pixels _ per _ unit dst = np. array ( [ [ section _ width ... | [
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def clear _ cache ( self ) : # pragma : no cover # overwite with an empty dictionary with open ( self. cachefile, " wb " ) as f : pkl. dump ( { }, f ) return | [
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def sample ( preds, temperature = 1. 0 ) : preds = np. asarray ( preds ). astype ('float64') preds = np. log ( preds ) / temperature exp _ preds = np. exp ( preds ) preds = exp _ preds / np. sum ( exp _ preds ) idx = np. random. choice ( range ( vocab _ size ), p = preds ) return idx | [
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def _ _ contextmenucloseothers ( self ) : index = self. contextmenuindex for i in ( list ( range ( self. count ( ) - 1, index, - 1 ) ) + list ( range ( index - 1, - 1, - 1 ) ) ) : editor = self. widget ( i ). geteditor ( ) self. vm. closeeditorwindow ( editor ) | [
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def add _ parts ( self, dom, design ) : for ci in design. component _ instances : dom. part. append ( self. make _ part ( ci ) ) | [
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def fromtifffile ( cls, path, channel _ names : sequence [ str ], from _ frame : int = 0, to _ frame : int = 999999, n _ channels : int = 1, ) - > sequence _ t : # # channel name = ='_ _ _'= > discarded # instance = cls ( ) for name in channel _ names : if name! = " _ _ _ " : name = name. upper ( ) instance. frames [ n... | [
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def make _ prediction ( text ) : file _ path = os. path. abspath ( _ _ file _ _ ) package _ dir = os. path. dirname ( os. path. dirname ( file _ path ) ) path = os. path. join ( package _ dir, " models ", " sgdclassifier _ adv. pickle " ) model = load _ model ( path ) temp _ df = pd. dataframe ( [ text ], columns = ['q... | [
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def py _ to _ any ( self, a, val, t ) : cyt = self. possibly _ shared _ cython _ type ( t ) cpp = self. var _ to _ cpp ( val, t ) rtn ='{ a }. assign [ { cyt } ] ( { cpp } ) '. format ( a = a, cyt = cyt, cpp = cpp ) return rtn | [
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def master _ audit ( masters, output, opts ) : # return value. will be set to 1 the first time we see an error. ret = 0 # look for masters using the wrong ports for their port types. bad _ port _ masters = [ ] for master in masters : for port _ type, port _ range in port _ range _ map. iteritems ( ) : if not port _ ran... | [
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def get _ value ( self ) - > int : reg _ val = int. from _ bytes ( self. parent. get _ value ( ), " big " ) value = reg _ val > > self. offset mask = ( ( 1 < < self. width ) - 1 ) value = value & mask return value | [
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def plot _ confusion _ matrix ( cm, classes, normalize = false, title ='confusion matrix ', cmap = plt. cm. greys ) : if normalize : cm = cm. astype ('float') / cm. sum ( axis = 1 ) [ :, np. newaxis ] # print ( " normalized confusion matrix " ) else : print ('confusion matrix, without normalization') cm1 = cm. astype (... | [
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def get _ work _ backlog ( self, path _ to _ backlog _ csv _ file, scraping _ results _ path = " fullsearchresult. csv " ) : if not ( path _ to _ backlog _ csv _ file ) or not ( os. path. isfile ( path _ to _ backlog _ csv _ file ) ) : scraping _ result _ path = os. path. join ( self. cwd, scraping _ results _ path ) p... | [
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def _ datetime _ to _ python ( self, v, dsc = none ) : pv = none try : ( sd, st ) = v. split ('' ) if len ( st ) > 8 : ( hms, fs ) = st. split ( '.') fs = int ( fs. ljust ( 6,'0') ) else : hms = st fs = 0 dt = [ int ( v ) for v in sd. split ('-') ] + \ [ int ( v ) for v in hms. split (':') ] + [ fs, ] pv = datetime. da... | [
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def send _ payload ( self, params ) : return urllib. urlopen ( self. service _ url, dumps ( { " jsonrpc " : self. version, " method " : self. service _ name,'params': params,'id': str ( uuid. uuid1 ( ) ) } ) ). read ( ) | [
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def generate _ key ( message _ ) : length = sum ( len ( line ) for line in message _ ) return [ random. randint ( 0, 93 ) for _ in range ( length ) ] | [
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def build _ discriminator ( self ) : # weight initialization init = randomnormal ( stddev = 0. 02 ) # image input in _ image = input ( shape = self. in _ shape ) # downsample to 14x14 fe = conv2d ( 32, ( 3, 3 ), strides = ( 2, 2 ), padding ='same ', kernel _ initializer = init ) ( in _ image ) fe = leakyrelu ( alpha = ... | [
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0.6068744659423828,
0.58999490737915... |
def clear _ gateway ( self ) : self. gateway = none self. sectie. clear _ gateway ( ) | [
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1.2611300945281982,... |
def open _ evtx ( input _ file ) : with evtx. evtx ( input _ file ) as open _ log : header = open _ log. get _ file _ header ( ) properties = ordereddict ( [ ('major _ version ','file version ( major )'), ('minor _ version ','file version ( minor )'), ('is _ dirty ','file is ditry'), ('is _ full ','file is full'), ('ne... | [
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0.33188533782958984,
0.3381333351135254,
-0.1970987617969513,
... |
def get _ project _ samples ( self, sample _ prj ) : self. log. debug ( " retrieving samples subset by sample _ prj'{ }'". format ( sample _ prj ) ) sample _ ids = self. get _ project _ sample _ ids ( sample _ prj ) return [ self. db. get ( x ) for x in sample _ ids ] | [
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0.161960750818... |
def stage ( self ) : return self. _ stage | [
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-0.08744556456804276... |
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