text stringlengths 25 2.19k | embedding listlengths 768 768 |
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def test _ mac _ vendor _ lookup _ error ( self ) : mac ='b8 : 27 : eb : 00 : 00 : 00'device = device _ tracker. device ( self. hass, timedelta ( seconds = 180 ), true,'test ', mac,'test name') with mock _ aiohttp _ client ( ) as aioclient _ mock : aioclient _ mock. get ('http : / / api. macvendors. com / b8 : 27 : eb ... | [
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def clear _ screen ( self ) : if name = ='nt': _ = system ('cls') else : _ = system ('clear') | [
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def adjust _ learning _ rate ( optimizer, shrink _ factor ) : logging. info ( " \ nadjusting learning rate. " ) for param _ group in optimizer. param _ groups : param _ group [ " lr " ] = param _ group [ " lr " ] * shrink _ factor logging. info ( " the new learning rate is { } \ n ". format ( optimizer. param _ groups ... | [
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def _ _ init _ _ ( self, member ) : # list holding category classes self. categories = [ ] # set the member self. setmember ( member ) # get more info on the member self. getperson ( ) # get full info on mp self. getmpinfo ( ) # make sense of the html info, regarding registered intrests self. getmpintrests ( ) print'% ... | [
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def get _ opt ( name : str, * args : any, * * kwds : any ) - > any : from main. dl. opt import opt _ dict name = name. lower ( ). translate ( str. maketrans ( " ", " ", string. punctuation ) ) return opt _ dict [ name ] ( * args, * * kwds ) | [
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def makeextension ( configs = { } ) : return absoluteimageextension ( configs = configs ) | [
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def computecenter3d ( points ) : x = 0. y = 0. z = 0. for point in pointlist : x1, y1, z1 = point. getcoordinates ( ) x + = x1 y + = y1 z + = z1 pass den = 1. / len ( pointlist ) x = x * den ; y = y * den ; z = z * den return point3d ( x, y, z ) | [
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def getobjecttosourcemapping ( source _ files ) : object _ to _ sources = { } for name in source _ files : basename, _ = os. path. splitext ( name ) key = basename + '. o'object _ to _ sources [ key ] = name return object _ to _ sources | [
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def parse _ products _ from _ path ( self, infile _ path ) : with open ( infile _ path,'r') as infile : return self. parse _ products ( infile ) | [
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def _ _ attr _ index ( self, attribute : str ) - > optional [ int ] : attr _ index = none for i, ( key _ node, _ ) in enumerate ( self. yaml _ node. value ) : if key _ node. value = = attribute : attr _ index = i break return attr _ index | [
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def shiftright ( n _ shifts = 1, mode ='train') : def f ( x ) : if mode = ='predict': # do nothing in predict mode, as then the sequence length is 1. return x padded = zero _ pad ( x, ( n _ shifts, 0 ), 1 ) return padded [ :, : - n _ shifts ] return fn ( f'shiftright ( { n _ shifts } ) ', f ) | [
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def setup _ logging ( ) : log _ format = " % ( levelname ) - 10s % ( asctime ) s % ( funcname ) - 30s % ( lineno ) - 5d : % ( message ) s " log _ level = os. getenv ('log _ level ','info') logging. basicconfig ( level = logging. getlevelname ( log _ level ), format = log _ format ) | [
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def getmove ( self, game, letter ) : raise notimplementederror ( " getmove needs to be implemented! " ) | [
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def load _ community _ levels ( self, force _ update : bool = false ) - > none : community _ levels _ path = os. path. join ( self. dataset, " community. json " ) if not force _ update : try : with open ( community _ levels _ path, " r " ) as flevs : self. community _ levels = json. load ( flevs ) logger. info ( " read... | [
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def use ( self, caster, scobject ) : return activeability. use ( self, caster, scobject ) | [
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def insert _ aligned _ str _ record ( self, device _ id, timestamp, measurements, string _ values ) : if type ( string _ values ) = = str : string _ values = [ string _ values ] if type ( measurements ) = = str : measurements = [ measurements ] data _ types = [ tsdatatype. text. value for _ in string _ values ] request... | [
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def in _ dir ( self, directory ) : new _ command = copy. deepcopy ( self ) new _ command. _ directory = str ( directory ) return new _ command | [
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def update _ ranking ( players ) : elos = [ p. elo for p in players ] rankings = [ sorted ( elos, reverse = true ). index ( elo ) + 1 for elo in elos ] logging. debug ('sum of all elos : { elosum }, elos : { elolist } ranked { r } '. format ( elosum = sum ( elos ), elolist = elos, r = rankings ) ) for p in players : p.... | [
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def training ( self ) : if self. trainable : return tf. placeholder _ with _ default ( false, shape = ( ) ) return tf. constant ( false ) | [
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def distort ( xyz _ orig, mean _ sub = " false " ) : print " - - > distorting the lattice " xyz = np. copy ( xyz _ orig ) if mean _ sub : rad = xyz. mean ( ) xyz - = rad if not mean _ sub : rad = max ( sqrt ( sum ( xyz * * 2, 1 ) ) ) # points which will define the triangulation # - careful to ensure that triangulation ... | [
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def crop ( image, border = 0 ) : left, top, right, bottom = _ border ( border ) return image. crop ( ( left, top, image. size [ 0 ] - right, image. size [ 1 ] - bottom ) ) | [
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def _ calculate _ objective _ weights ( self, point _ with _ higher _ z1 _ value, point _ with _ higher _ z2 _ value ) : w _ 0 = point _ with _ higher _ z2 _ value. z2 ( ) - point _ with _ higher _ z1 _ value. z2 ( ) w _ 1 = point _ with _ higher _ z1 _ value. z1 ( ) - point _ with _ higher _ z2 _ value. z1 ( ) w = w _... | [
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def readsettings ( self, qsettings, str _ prefix = none ) : # real signature unknown ; restored from _ _ doc _ _ return false | [
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def get _ approved _ user _ transactions ( cls, user, detailed = false ) : transaction _ details _ list = [ ] user _ transactions = cls. objects. filter ( ( q ( item1 _ _ owner = user ) | q ( item2 _ _ owner = user ) ), is _ approved = true ) for transaction in user _ transactions : transaction _ dict = { " user _ item... | [
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def test _ get _ _ anonymous ( self ) - > none : response = self. client. get ( self. path ) self. assertredirects ( response, f'/ auth / login /? next = / subjects / my - subjects / { self. user. pk } / ', ) | [
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def send _ message ( service, user _ id, message, verbose = false ) : try : message = ( service. users ( ). messages ( ). send ( userid = user _ id, body = message ). execute ( ) ) if verbose : print ('message id : % s'% message ['id'] ) return message except httperror as error : print ('an error occurred : % s'% error... | [
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def timetorun ( self ) : pass | [
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def test _ login _ email _ format ( self, * _ ) : # make sure we're logged out self. open ( base _ url +'/ logout') # open / login self. open ( base _ url +'/ login') # enter in a wrong format email and a correct format password self. type ('# email ','notanemail') self. type ('# password ','goodpassword #') # click th... | [
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def get _ columns _ for _ table ( self, org _ uuid, table _ uuid ) : # todo ( tony ) enforce check that caller has access to this org q = db. session. query ( columninfo ). filter ( columninfo. table _ info. has ( uuid = table _ uuid ) ) return [ {'uuid': col. uuid,'table _ uuid': table _ uuid,'org _ uuid': org _ uuid,... | [
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def compute _ distance ( pt _ id _ a, pt _ id _ b ) : pt _ a = np. array ( source. getpoint ( pt _ id _ a ) ) pt _ b = np. array ( source. getpoint ( pt _ id _ b ) ) return np. linalg. norm ( pt _ a - pt _ b ) | [
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def flag _ change ( user _ encoder ) : global control _ flag if user _ encoder = = 1 : control _ flag = true print ( control _ flag ) elif user _ encoder = = 2 : control _ flag = false print ( control _ flag ) else : pass | [
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def random _ zip ( state ) : global state _ zip if not state in state _ zip : load _ state _ zips ( state ) return random. choice ( state _ zip [ state ] ) | [
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def insert _ table ( conn, project, sql ) : cur = conn. cursor ( ) cur. execute ( sql, project ) return cur. lastrowid | [
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def find _ prefix ( self, key ) : curr _ node = self. _ root remainder = key for char in key : if char in curr _ node [ 1 ] : curr _ node = curr _ node [ 1 ] [ char ] else : return curr _ node [ 0 ], remainder remainder = remainder [ 1 : ] return curr _ node [ 0 ], remainder | [
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def use _ echo _ as _ mysqldump ( self ) : self. monkey _ patch ( s3mysqldump,'default _ mysqldump _ bin ','echo') | [
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def firefox _ driver ( ) : binary = firefoxbinary ( " / home / sachin / firefox / firefox - bin " ) return webdriver. firefox ( firefox _ binary = binary ) | [
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def rate _ matrix ( self, fr, to ) : if fr! = to : return self. off _ diagional ( fr, to ) diag = 0. for state in self. states : if state! = fr : diag + = self. off _ diagional ( fr, state ) return - diag | [
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def csvtoxlsx ( csv _ name, xlsx _ name, directory, floats ) : os. chdir ( directory ) f = open ( csv _ name,'rt') csv. register _ dialect ('commas ', delimiter = ',') reader = csv. reader ( f, dialect ='commas') wb = workbook ( ) dest _ filename = xlsx _ name ws = wb. worksheets [ 0 ] ws. title = xlsx _ name [ : - 5 ]... | [
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def convert _ temperature ( val, old _ scale, new _ scale ) : # convert from ` old _ scale ` to kelvin if old _ scale. lower ( ) in ['celsius ','c'] : tempo = _ np. asanyarray ( val ) + zero _ celsius elif old _ scale. lower ( ) in ['kelvin ','k'] : tempo = _ np. asanyarray ( val ) elif old _ scale. lower ( ) in ['fahr... | [
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def get _ cog _ help ( cog : commands. cog ) - > discord. embed : out = discord. embed ( title = cog. qualified _ name, description = cog. description ) for cmd _ or _ group in cog. walk _ commands ( ) : # in python 3. 10 this should be a match. if isinstance ( cmd _ or _ group, commands. group ) : out. add _ field ( n... | [
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def writeclustalw ( outfile, mali, line _ width = 60, identifiers = none ) : mali _ width = mali. getwidth ( ) mali _ length = mali. getlength ( ) lines = [ ] for x in range ( 0, mali _ width ) : lines. append ( mali. getrow ( x ). getstring ( ) ) outfile. write ( " clustal w ( 1. 60 ) multiple sequence alignment \ n "... | [
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def solve _ tuple ( expr, vars ) : result = tuple ( solve ( x, vars ). value for x in expr. children ) return result ( result, ( ) ) | [
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def test _ depth _ first _ trav _ no _ head ( gr ) : gr. add _ edge ( 1, 2 ) gr. add _ edge ( 1, 3 ) gr. add _ edge ( 2, 4 ) gr. add _ edge ( 2, 5 ) gr. add _ edge ( 3, 6 ) gr. add _ edge ( 3, 7 ) with pytest. raises ( keyerror ) : gr. depth _ first _ traversal ( 12 ) | [
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def validate _ password ( self, password ) : if password = = " " : flash ( " the password is empty ", " danger " ) raise validationerror ( " " ) | [
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def handle _ url ( url, session, res ) : print ( " parsing ", url, file = sys. stderr ) try : data = getpagecontent ( url, session ) except ioerror as msg : print ( " error : ", msg, file = sys. stderr ) return for match in url _ matcher. finditer ( data ) : shortname = match. group ( 1 ) name = unescape ( match. group... | [
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def check _ valid _ square ( self, coord ) : # using try, except to make sure indexing out of bounds doesn't crash # the program. try : # makes sure indexes > 0 and < dimensions. check _ lower _ bound = all ( coord _ part > = 0 for coord _ part in coord ) comp _ zip = zip ( coord, self. dimension ) check _ upper _ boun... | [
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def is _ tty ( ) : if not hasattr ( sys. stdout, " isatty " ) : return false return sys. stdout. isatty ( ) | [
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def fill _ iso _ lang ( df ) : df. iso _ lang = df. language. apply ( lambda l : cfg. lang _ map. get ( l, cfg. lang _ map ['default'] ) ) return df | [
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def add _ job ( self, mplmp, name ='noname ', job _ dir = '.') : lmp _ inp = mpintlammpsinput ( mplmp, self. qadapter, self. logger ) job = mpintlammpsjob ( self. job _ cmd, name = name, final = true, parent _ job _ dir = self. parent _ job _ dir, job _ dir = job _ dir, vis = lmp _ inp, wait = self. wait, vjob _ logger... | [
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def read _ img ( img _ no ) : return mpimg. imread ('images /'+ str ( img _ no ) + '. jpg') | [
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def getstatus ( ) : andor _ solis. getstatus. restype = ctypes. c _ uint status = ctypes. c _ int ( ) result = andor _ solis. getstatus ( ctypes. byref ( status ) ) check _ status ( result ) return str ( _ sc [ int ( status. value ) ] ) | [
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def open ( file, mode ='r ', buffering = - 1, encoding = none, errors = none, newline = none, closefd = true, opener = none ) : pass | [
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def _ is _ in _ game _ bounds ( self, block ) : return not ( block [ 0 ] < 0 or block [ 0 ] > self. _ game _ state. get _ width ( ) - 1 or block [ 1 ] < 0 or block [ 1 ] > self. _ game _ state. get _ height ( ) - 1 ) | [
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def enabled ( self ) - > pulumi. output [ optional [ bool ] ] : return pulumi. get ( self, " enabled " ) | [
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def markages ( self ) : self. cid _ ages = self. meta [ ['cohortid ','date ','ageyrs'] ]. \ drop _ duplicates ( ). \ groupby ( ['cohortid'] ). \ apply ( lambda x : x. tail ( 1 ). ageyrs ) | [
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def variablerecurrent ( inner ) : def forward ( input, hidden, weight, batch _ sizes ) : output = [ ] input _ offset = 0 last _ batch _ size = batch _ sizes [ 0 ] hiddens = [ ] flat _ hidden = not isinstance ( hidden, tuple ) if flat _ hidden : hidden = ( hidden, ) for batch _ size in batch _ sizes : step _ input = inp... | [
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def _ _ init _ _ ( self, clade, taxons ) : self. parts = list ( ) self. taxons = taxons for child in clade : self. parts. append ( set ( ( term. name for term in child. get _ terminals ( ) ) ) ) self. parts. append ( taxons - reduce ( lambda a, b : a. union ( b ), self. parts ) ) | [
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def update _ unmatched _ xref ( self, unmatched ) : player = self. base. classes. player playerxref = self. base. classes. player _ xref for item in unmatched : profile _ path = item. get ( " profile _ path " ) if profile _ path : profile _ id = profile _ path. split ( " / " ) [ - 1 ] try : content = self. _ s. player ... | [
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def set _ fields ( self, fields ) : self. _ ind _ fields = { } widths = [ ] ind = 0 for name, width in fields : widths. append ( width ) self. _ ind _ fields [ name ] = ind ind + = 1 self. setfieldscount ( ind ) self. setstatuswidths ( widths ) | [
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def referafriend ( self ) : webdriverwait ( self. driver, 10 ). until ( ec. visibility _ of _ element _ located ( ( by. css _ selector, self. css _ referafriendlink ) ) ) referafriendlink = self. driver. find _ element _ by _ css _ selector ( self. css _ referafriendlink ) action = touchactions ( self. driver ) action.... | [
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def reduce _ to _ literals ( self, tree, env ) : left = tree. left right = tree. right if self. _ debug : print ( " left, pre eval : " + str ( left ) ) if self. _ debug : print ( " right, pre eval : " + str ( right ) ) # assumes integers. while not ( isinstance ( left, int ) or isinstance ( left, str ) ) : left = self.... | [
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def test _ get _ alumno _ curso _ admin _ incorrect ( self ) : self. client. force _ authenticate ( user = self. user _ admin ) response = self. client. get ( f " / api / alumnos / curso / { self. alumno _ curso _ 7. id } / " ) self. assertequal ( response. status _ code, status. http _ 404 _ not _ found ) response = s... | [
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def attending _ events ( ) : # user login required if'username'not in flask. session : response = flask. make _ response ( json. dumps ('user login required'), 401 ) response. headers ['content - type'] ='application / json'return response try : with db _ session ( ) as db : attended _ events = db. query ( models. atte... | [
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def _ check _ arg _ integer ( arg, name ) : assert is _ int ( arg ) and ( int _ min < = arg < = int _ max ), " argument'{ }'should be an integer in [ int _ min, int _ max ] ". format ( name ) return arg | [
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def update ( self, request, slug ) : user = request. user try : article = article. objects. get ( slug = slug ) except exception : raise notfound ('an article with this slug does not exist.') # removes the user from the list of disliking users, # nothing changes if the user does not exist in the list of # disliking use... | [
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def topplayer ( ) : conn = none try : conn = db. connect ('/ users / igal / pycharmprojects / guessgame / scores. db') cur = conn. cursor ( ) cur. execute ('''\ select players. firstname, wins. wins, looses. looses from players join wins on players. id = wins. id join looses on players. id = looses. id order by wins de... | [
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def update _ regions ( self ) : self. _ fitregions [ self. _ start : self. _ end ] = self. _ addsub | [
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def create _ model ( ) : # create the input and target variables input _ var = cntk. sequence. input _ variable ( ( 1, frame _ height, frame _ width ), name ='input _ var') target _ var = cntk. input _ variable ( ( num _ classes, ), is _ sparse = true, name ='target _ var') conv = conv _ model ( ) with cntk. default _ ... | [
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def _ add _ left ( self, p, e ) : node = self. _ validate ( p ) if node. _ left is not none : raise ('left child already exists') node. _ left = self. _ node ( e, node ) self. _ size + = 1 return self. _ make _ position ( node. _ left ) | [
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def _ _ len _ _ ( self ) : if self. auto _ flush : self. _ _ fh. flush ( ) self. _ _ fh. seek ( 0, os. seek _ end ) end = self. _ _ fh. tell ( ) return end / / self. record _ size | [
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def sum _ cubes ( n ) : total, k = 0, 1 while k < = n : total, k = total + pow ( k, 3 ), k + 1 return total | [
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def white _ noise ( self, nstep = none ) : return ( np. random. standard _ normal ( nstep ) ) | [
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def cylinder ( obj, coords, colors, radius ) : for idx, coord in enumerate ( coords ) : r1, g1, b1 = cmd. get _ color _ tuple ( colors [ idx ] [ 0 ] ) r2, g2, b2 = cmd. get _ color _ tuple ( colors [ idx ] [ 1 ] ) x1, y1, z1, x2, y2, z2 = coord obj. extend ( [ cylinder, x1, y1, z1, x2, y2, z2, radius, r1, g1, b1, r2, g... | [
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def check _ auth ( username, password ) : return username = = current _ app. config ['admin _ username'] \ and password = = current _ app. config ['admin _ password'] | [
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async def test _ attributes _ dimmer ( hass : homeassistant, mqtt _ mock : mqttmockhaclient, setup _ tasmota ) - > none : config = copy. deepcopy ( default _ config ) config [ " rl " ] [ 0 ] = 2 config [ " lt _ st " ] = 1 # 1 channel light ( dimmer ) mac = config [ " mac " ] async _ fire _ mqtt _ message ( hass, f " { ... | [
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def linked _ space _ id ( self, linked _ space _ id ) : self. _ linked _ space _ id = linked _ space _ id | [
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def test _ create _ user _ with _ email _ successful ( self ) : email = " testfrom @ app. com " password = " testpass123 " user = get _ user _ model ( ). objects. create _ user ( email = email, password = password ) self. assertequals ( user. email, email ) self. asserttrue ( user. check _ password ( password ) ) | [
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def get _ dsq ( self ) : return self. dsq | [
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def test _ gf _ write _ rule _ header ( disabled _ colors, capsys, mocker ) : # given rule = mocker. magicmock ( spec = rule ) rule. keyword = " rule " rule. short _ description = " my rule " # when write _ rule _ header ( rule ) # then assert _ output ( capsys, dedent _ feature _ file ( " " " (? p < indentation > ) ru... | [
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def test _ _ sticker _ _ repr ( ) : sticker _ id = 202201070026 guild _ id = 202201070027 available = true description ='komeiji'name ='koishi'pack _ id = 202201070028 sort _ value = 4 sticker _ format = stickerformat. png sticker _ type = stickertype. guild tags = ['rin ','okuu'] user = user. precreate ( 202201070029 ... | [
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def get _ stock _ historic _ data ( stockname, data _ scope ) : query _ url = " https : / / query1. finance. yahoo. com / v7 / finance / chart / { }? range = { } d & interval = 1d & indicators = quote & includetimestamps = false " res = requests. get ( query _ url. format ( stockname, data _ scope + 30 ) ) data = res. ... | [
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def is _ snapshot ( self, machine _ id : str, snap _ tag : str ) - > optional [ bool ] : response = self. get _ snapshots ( machine _ id ) if response. ok : snap _ list = response. detail return any ( snap _ tag in value [ " tag " ] for value in snap _ list ) return none | [
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def avgsyllabledist ( pair ) : tokenpair = map ( gettokenset, pair ) # for each stanza : [ words ] - - > int ( syllables ) sumsyllbles = lambda words : sum ( map ( syllablelen, words ) ) syllablecount = [ sumsyllbles ( s ) for s in tokenpair ] # number of lines for each stanza linecount = [ linelen ( s ) for s in pair ... | [
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def _ get _ status ( self ) : if self. options ['ssl'] : method ='https : / /'else : method ='http : / /'url = ('{ method } { host } : { port } { uri }? json'' '. format ( method = method, host = self. options ['host'], port = self. options ['port'], uri = self. options ['status _ uri'] ) ) try : response = requests. g... | [
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def user _ defined ( self ) : return self ['user _ defined'] | [
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def _ _ init _ _ ( self, value ) : self. _ value = value | [
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def remember ( self, environ, identity ) : return [ ] | [
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def plot _ images ( images, y _ true = none, y _ pred = none, class _ names = [ 0, 1 ], n _ cols = 5, figsize = ( 12, 8 ) ) : n = len ( images ) n _ rows = n / / n _ cols + 1 plt. figure ( figsize = figsize ) for i, image in enumerate ( images ) : plt. subplot ( n _ rows, n _ cols, i + 1 ) plt. imshow ( image ) plt. ax... | [
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def _ _ addtyperules ( self, type _, rules ) : # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # here # # # # # # # # # # # # # r = copy. deepcopy ( rules ) for i in xrange ( len ( rules ) ) : rules [ i ]. extend ( [ type _ ] ) rules for rul in r : rules. append ( rul ) return rules | [
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def equalize ( im : np. ndarray, fac : float, clip _ limit : float = 2. 0, grid _ size : tuple = ( 8, 8 ) ) - > np. ndarray : # bgr to yuv to bgr im _ dst = cv. cvtcolor ( im, cv. color _ bgr2yuv ) # with clahe # clahe = cv. createclahe ( cliplimit = clip _ limit, tilegridsize = grid _ size ) clahe = cv. createclahe ( ... | [
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def plot _ elem _ depletion _ vs _ prop ( elems, prop, snaps, bin _ nums = 50, labels = none, foutname ='obs _ elem _ dep _ vs _ dens. png ', std _ bars = true, style ='color ', include _ obs = true, outside _ legend = false ) : # get plot stylization linewidths, colors, linestyles = plt _ set. setup _ plot _ style ( l... | [
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def cooleroff ( ) : return none | [
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def test _ list _ alumno _ con _ anio _ lectivo _ no _ existente ( self ) : self. client. force _ authenticate ( user = self. user _ admin ) response = self. client. get ( f " / api / alumnos / list /? anio _ lectivo = 2000 " ) self. assertequal ( response. status _ code, status. http _ 404 _ not _ found ) self. assert... | [
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def get _ service _ view ( request ) : service = ar. get _ service _ matchdict _ checked ( request ) service _ info = sf. format _ service ( service, show _ private _ url = true, show _ resources _ allowed = true ) return ax. valid _ http ( httpsuccess = httpok, detail = s. service _ get _ okresponseschema. description... | [
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def _ year _ to _ python ( self, v, desc = none ) : try : year = int ( v ) except valueerror : raise valueerror ( " failed converting year to int ( % s ) " % v ) return year | [
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def _ get _ port _ name ( self ) : return self. _ _ port _ name | [
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def _ check _ rbl ( self, msg, rbl _ server, qtype = " a ", 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 ip in msg. get _ untrusted _ ip... | [
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def sendmessage ( ) : while true : message = input ('you :') if message in'\ n': continue sock. sendall ( message. encode ('utf - 8') ) | [
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0.6383440494537354,
-1.6432517766952515,
0.6032648086547852,
... |
def expand _ to _ monomials ( inputs, degree ) : expanded _ inputs = [ ] for i in range ( degree + 1 ) : expanded _ inputs. append ( inputs * * i ) return np. array ( expanded _ inputs ). transpose ( ) | [
-1.3003908395767212,
0.4170404076576233,
0.5296513438224792,
0.26854103803634644,
-0.13888438045978546,
0.16427184641361237,
-0.12125371396541595,
-0.3221348226070404,
1.0194001197814941,
0.2721257209777832,
0.1407119184732437,
0.5377974510192871,
-0.39247629046440125,
-0.4368634521961212,... |
def get _ fitness _ file ( filename : str, net : neuralnet. ffnn ) : csv = np. genfromtxt ( filename, delimiter = ", ", dtype = str ) return get _ fitness _ ds ( csv, net ) | [
0.3161255121231079,
0.22766759991645813,
0.3295679986476898,
0.37429699301719666,
0.23488040268421173,
0.103101946413517,
-0.8895865678787231,
0.6822676062583923,
-0.9181954264640808,
-0.5083712339401245,
0.06297006458044052,
0.16588348150253296,
0.4435281455516815,
-0.05034645274281502,
... |
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