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def _ _ init _ _ ( self, allowed _ paths : confignodepropertyarray = none, cq _ analytics _ saint _ exporter _ pagesize : confignodepropertyinteger = none ) : # noqa : e501 self. openapi _ types = {'allowed _ paths': confignodepropertyarray,'cq _ analytics _ saint _ exporter _ pagesize': confignodepropertyinteger } sel... | [
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def shell _ django ( session : djangosession, backend : shellbackend ) : namespace = {'session': session } namespace. update ( backend. get _ namespace ( ) ) embed ( user _ ns = namespace, header = backend. header ) | [
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def clean _ username ( self ) : existing = user. objects. filter ( username _ _ iexact = self. cleaned _ data ['username'] ) if existing. exists ( ) : raise forms. validationerror ( _ ( " a user with that username already exists. " ) ) else : return self. cleaned _ data ['username'] | [
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def setup _ drug _ codes ( ) : conn = sqlite3. connect ('source. db') curs = conn. cursor ( ) curs. execute ('drop table if exists ndc _ product ;') create _ string = " " " create table ndc _ product ( id integer primary key, product _ id text, name text, suffix text, non _ proprietary _ name text, dea _ schedule text ... | [
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def instance _ type ( self ) - > pulumi. input [ str ] : return pulumi. get ( self, " instance _ type " ) | [
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def reply ( request, pk ) : p = request. post if p [ " body " ] : thread = thread. objects. get ( pk = pk ) post = post. objects. create ( thread = thread, title = p [ " subject " ], body = p [ " body " ], creator = request. user ) increment _ post _ counter ( request ) return httpresponseredirect ( reverse ( " forum. ... | [
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def _ _ init _ _ ( self, geo : geo, config : configuration, ssdp : ssdpserver, port : int = none ) : super ( ). _ _ init _ _ ( ) self. geo = geo self. config = config self. port = port self. ssdp = ssdp self. locast _ service = locastservice ( self. config, self. geo ) | [
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def logged _ in ( self ) : return ( # are we connected? self. _ monitor _ task is not none and not self. _ monitor _ task. done ( ) # are we ready? and self. _ login _ completed. done ( ) and not self. _ login _ completed. cancelled ( ) and self. _ login _ completed. exception ( ) is none ) | [
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def is _ application _ command _ mention ( text ) : return ( application _ command _ mention _ rp. fullmatch ( text ) is not none ) | [
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def deletemediaitem ( self, media _ name : str ) - > dict : try : # get media item by media name item _ obj = self. mediaitembyname ( media _ name ) if item _ obj : # delete the media item item _ obj. delete ( ) ret _ val = {'responsecode': 200,'message':'item deleted successfully'} except objectdoesnotexist as ex : re... | [
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def parse _ wrong _ class _ str ( string ) : if isinstance ( string, str ) : output = string. replace ('[ ','' ). replace ('] ','' ). split ( ", " ) output = [ int ( idx ) for idx in output ] else : output = string return output | [
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def parse _ tests ( self, testcases, variables _ mapping = none ) : self. exception _ stage = " parse tests " variables _ mapping = variables _ mapping or { } parsed _ testcases _ list = [ ] for testcase in testcases : # parse config parameters config _ parameters = testcase. setdefault ( " config ", { } ). pop ( " par... | [
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def departures _ handler ( self, airport : str, context : optional [ any ] = none ) - > message : states _ dict = self. get _ states _ dict ( ) data = self. _ flight _ connection _ handler ( airport, states _ dict = states _ dict, get _ flight _ connections _ handler = self. _ departures _ today _ handler ) return mess... | [
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def _ _ init _ _ ( self, argument _ index _ or _ name, argument, valid _ types ) : super ( invalidargumenttype, self ). _ _ init _ _ ( " argument { } ( { } : { } ) { }. ". format ( str ( argument _ index _ or _ name ), str ( argument ), str ( argument. _ _ class _ _. _ _ name _ _ ), ( " must be of type { } ". format ( ... | [
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def test _ _ sample _ sample ( self ) : # setup instance = univariate ( ) instance. constant _ value = 15 expected _ result = np. array ( [ 15, 15, 15, 15, 15 ] ) # run result = instance. _ constant _ sample ( 5 ) # check compare _ nested _ iterables ( result, expected _ result ) | [
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def _ convert _ to _ unicode ( ip ) : if six. py2 and type ( ip ) = = str : return six. u ( ip ) return ip | [
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def _ _ init _ _ ( self, creds _ path, sheet _ name ) : self. creds _ path = creds _ path self. sheet _ name = sheet _ name self. scope = ['https : / / spreadsheets. google. com / feeds ','https : / / www. googleapis. com / auth / drive'] | [
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def generate ( self ) : node = self. model. chain [ random. choice ( [ key for key in self. model. chain. keys ( ) ] ) ] while len ( node. next _ states ) = = 0 : node = self. model. chain [ random. choice ( [ key for key in self. model. chain. keys ( ) ] ) ] while true : yield node. state [ - 1 ] if len ( node. next _... | [
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def _ _ enter _ _ ( self ) : return self | [
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def planning ( self, sx, sy, gx, gy ) : nstart = self. node ( self. calc _ xyindex ( sx, self. minx ), self. calc _ xyindex ( sy, self. miny ), 0. 0, - 1 ) ngoal = self. node ( self. calc _ xyindex ( gx, self. minx ), self. calc _ xyindex ( gy, self. miny ), 0. 0, - 1 ) open _ set = dict ( ) closed _ set = dict ( ) ope... | [
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def hadd ( config ) : if config. recursive : _ recursive _ hadd ( config ) return good _ files = _ get _ good _ files ( config. input _ hists ) if config. dash _ hadd : if config. norm : raise valueerror ('normalization not allowed for dash - hadd') _ dash _ hadd ( good _ files, config. output, fast = config. fast, agg... | [
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def test _ unarchive _ conflict ( self ) : work _ entry _ 1 = self. create _ work _ entry ( datetime ( 2018, 10, 10, 9, 0 ), datetime ( 2018, 10, 10, 12, 0 ) ) work _ entry _ 2 = self. create _ work _ entry ( datetime ( 2018, 10, 10, 10, 0 ), datetime ( 2018, 10, 10, 18, 0 ) ) work _ entry _ 2. active = false self. ass... | [
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def send _ cmd ( self, cmd, payload = none ) : sentbytes = self. _ sendall ( pack ( cmd _ fmt, cmd ) ) if payload : self. send _ string ( payload ) return sentbytes | [
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async def get _ complicated ( self, * * kwargs ) - > " models. salmon " : cls = kwargs. pop ('cls ', none ) # type : clstype [ " models. salmon " ] error _ map = { 404 : resourcenotfounderror, 409 : resourceexistserror } error _ map. update ( kwargs. pop ('error _ map ', { } ) ) # construct url url = self. get _ compli... | [
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def delete _ from _ revit ( self, doc ) : # type : ( document ) - > none doc. familymanager. removeparameter ( doc. familymanager. get _ parameter ( self. name ) ) | [
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def test _ version _ change ( self ) : cache = cache ( self. wsdir ) cache. set _ object ( " test ", 1, " data " ) self. assertequal ( cache. get _ object ( " test ", 1 ), " data " ) self. assertequal ( cache. get _ object ( " test ", 2 ), none ) new _ cache = cache ( self. wsdir ) self. assertequal ( new _ cache. get ... | [
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def crawl ( self, run _ date _ str : str, index _ from : int = 0, index _ to : int = 1 ) : if index _ to is none : index _ to = self. product _ config. default _ index _ to pool = threadpoolexecutor ( self. product _ config. num _ thread ) page _ per _ task = math. ceil ( ( index _ to - index _ from ) / self. product _... | [
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def partitions ( self, table ) : self. _ tables _ init ( ) # cache results for later. # if we don't know the partitions yet, get them now. if not'partitions'in self. tables [ table ]. keys ( ) : partition _ descs = self. query ('set hive. cli. print. header = false ; show partitions { 0 } ; '. format ( table ) ). split... | [
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def getstate ( self ) : return self. a. state | [
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def test _ domain _ matches _ aspect _ ratio ( self, width, height, scale ) : assume ( scale > 0 ) domain = get _ real _ domain ( width, height, scale ) ylength = domain. ymax - domain. ymin xlength = domain. xmax - domain. xmin domain _ ratio = xlength / ylength aspect _ ratio = width / height assert domain _ ratio = ... | [
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def test _ del _ nodes ( gr ) : gr. add _ node ('val1') gr. del _ node ('val1') assert'val1'not in gr. node _ dict | [
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def unregisterhandler ( self, name, handler, typ ='', ns ='', xmlns = none ) : if not xmlns : xmlns = self. _ owner. defaultnamespace if not self. handlers. has _ key ( xmlns ) : return if not typ and not ns : typ ='default'for pack in self. handlers [ xmlns ] [ name ] [ typ + ns ] : if handler = = pack ['func'] : brea... | [
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def save ( self, * args, * * kwargs ) : try : if getattr ( settings,'firebase _ sync ', false ) and ( self. slot and self. room ) : firebase _ secret = getattr ( settings, " firebase _ secret ", false ) firebase _ user = getattr ( settings, " firebase _ user ", false ) firebase _ pass = getattr ( settings, " firebase _... | [
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def exchangecols ( m, c1, c2 ) : for k in range ( len ( m ) ) : m [ k ] [ c1 ], m [ k ] [ c2 ] = m [ k ] [ c2 ], m [ k ] [ c1 ] return m | [
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def _ checkfiles ( self ) : # verify that the top - level imports file exists. fpath = self. config. gettopimportsfilepath ( ) if not ( os. path. isfile ( fpath ) ) : raise runtimeerror ('the top - level imports source file could not be found : { 0 }. '. format ( fpath ) ) | [
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def qae ( ae, q = 0. 9, nan _ flag = true ) : if nan _ flag : return np. quantile ( np. nan _ to _ num ( ae ), q, axis = 0 ) else : return np. quantile ( ae, q, axis = 0 ) | [
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def test _ diff _ of _ matrix ( self ) : matrix = matrix ( [ [ 1, 2, 3 ], [ 4, 3, 2 ] ] ) self. assertequals ( [ [ - 2, 0, 2 ], [ 3, - 1, - 5 ] ], matrix - matrix ( [ [ 3, 2, 1 ], [ 1, 4, 7 ] ] ) ) self. assertequals ( [ [ - 2, 0, 2 ], [ 3, - 1, - 5 ] ], matrix - [ [ 3, 2, 1 ], [ 1, 4, 7 ] ] ) self. assertraises ( diff... | [
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def get _ by ( self, codigo ) : # se definie el query de la consulta. sql _ string = " " " select codigo, rh025, ha, hh, th from coef _ sharpe _ demichele where codigo = % ( codigo ) s " " " # se construye el diccionario que contiene los parametros del query. cursor = self. db. query ( sql _ string, { " codigo " : codi... | [
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def hyper _ eval ( est, x _ train, y _ train, randseed, hype _ cv, params, scoring _ metric ) : cv = stratifiedkfold ( n _ splits = hype _ cv, shuffle = true, random _ state = randseed ) model = clone ( est ). set _ params ( * * params ) # flexibly handle whether random seed is given as'random _ seed'or'seed'- scikit l... | [
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... |
def multiply ( traj ) : z = traj. x * traj. y traj. f _ add _ result ('z ', z = z, comment ='i am the product of two reals!') | [
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def qt _ theme ( self ) : return self. _ themes [ self. _ qt _ theme ] | [
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def divide _ by _ pos _ wk ( data, pos, wk ) : df = data [ ( data ['pos1'] = = pos ) & ( data ['wk'] = = wk ) ] return df | [
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def test _ can _ cancel _ after _ cancellation _ period ( self, mock _ tz ) : mock _ tz. now. return _ value = datetime ( 2015, 2, 1, tzinfo = dt _ timezone. utc ) event = baker. make _ recipe ('booking. future _ ev ', date = datetime ( 2015, 2, 2, tzinfo = dt _ timezone. utc ), cancellation _ period = 48 ) booking = b... | [
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def skip _ to _ next _ lane ( self ) : self. seek _ image ( self. _ image _ num _ max + 1 ) | [
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def test _ import _ v1 _ database _ with _ dataset ( self ) : contents = { " databases / imported _ database. yaml " : yaml. safe _ dump ( database _ config ), " datasets / imported _ dataset. yaml " : yaml. safe _ dump ( dataset _ config ), " metadata. yaml " : yaml. safe _ dump ( database _ metadata _ config ), } com... | [
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def reset ( self ) : with self. _ lock : self. _ candidates = dict ( ( address, none ) for address in self. _ candidates. iterkeys ( ) ) | [
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def _ add _ children ( tag, node, urlpath, is _ root = true ) : # if this is the root node of our tree, and we have'showroot'set # then add this as a top level list item if node is not none and is _ root is true and self. showroot is true : _ add _ root _ menu ( tag ) if node is none or node. children is none : return ... | [
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def encrypt _ path ( dest, src, homedir = none, verbose = false ) : assert dest and dest. endswith ( '. gpg') and not os. path. isdir ( dest ) and \ os. path. isdir ( os. path. dirname ( dest ) ) assert src and os. path. isfile ( src ) cmd = ['gpg'] if verbose : print'\ nencrypt _ path ( % s, % s )'% ( dest, src ) cmd.... | [
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def set ( self, key, value ) : self. _ _ setattr _ _ ( key, value ) | [
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def _ is _ cpo _ interval _ value ( arg ) : return is _ int ( arg ) and ( interval _ min < = arg < = interval _ max ) | [
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def get _ balance ( ) : balances = { } accounts = client. get _ account ( ) ['balances'] for account in accounts : if float ( account ['free'] ) > 0 : price = get _ coin _ price ( account ['asset'] ) balances [ str ( account ['asset'] ) ] = price * float ( account ['free'] ) return balances | [
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def test _ update _ incomplete _ payments _ no _ govuk _ payment _ found ( self, mock _ send _ email ) : with responses. requestsmock ( ) as rsps : mock _ auth ( rsps ) rsps. add ( rsps. get, api _ url ('/ payments /'), json = {'count': 1,'results': [ payment _ data ], }, status = 200, ) rsps. add ( rsps. get, govuk _ ... | [
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def test _ get _ events _ using _ bad _ data ( bad _ data _ from _ site ) : assert " get _ events " in dir ( app ), " the get _ events function has not been created in app. py, please create it and " \ " check that the function name is correct " result = app. get _ events ( bad _ data _ from _ site ) assert result is n... | [
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def get _ sum ( self, nums, start, end ) : total = 0 for i in range ( start, end ) : total + = nums [ i ] return total | [
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def encode _ label ( label ) : encoded _ label = tf. train. feature ( int64 _ list = tf. train. int64list ( value = [ label ] ) ) feature _ dict = { " label " : encoded _ label } features = tf. train. features ( feature = feature _ dict ) return tf. train. example ( features = features ) | [
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def asciize ( self, s ) : for original, plain in _ table. items ( ) : s = s. replace ( original, plain ) return s | [
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def generate _ data ( x ) : x = [ ] i = 0 for a in x : b = a. split ( ) x. append ( [ ] ) for b in b : x [ i ]. append ( float ( b ) ) i = i + 1 return x | [
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def name ( self ) : return self. scope | [
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def _ sendall ( self, msg ) : totalsent = 0 while totalsent < len ( msg ) : sent = self. send ( msg [ totalsent : ] ) if sent = = 0 : raise runtimeerror ('socket connection broken') totalsent = totalsent + sent return totalsent | [
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def attribute _ is _ removable ( self, key, _ flow = _ down ) : key = self. _ attributes _ t _ keycheck ( key ) us _ key = self. _ attributes _ t _ underscore ( key ) return self. _ attributes _ i _ is _ removable ( us _ key, _ flow ) | [
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def set _ end _ time ( self, end _ time ) : session = meta. get _ session ( self ) self. ended _ at = end _ time session. commit ( ) | [
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def get _ attribute ( self, key, _ flow = _ down ) : key = self. _ attributes _ t _ keycheck ( key ) us _ key = self. _ attributes _ t _ underscore ( key ) return self. _ attributes _ i _ get ( us _ key, _ flow ) | [
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def read _ images _ and _ steering _ angles ( base _ path ) : lines = [ ] with open ( os. path. join ( base _ path,'driving _ log. csv') ) as csvfile : reader = csv. reader ( csvfile ) for line in reader : lines. append ( line ) images = [ ] measurements = [ ] img _ base _ path = os. path. join ( base _ path,'img') for... | [
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def get _ page _ rank ( self ) : if self. graph. number _ of _ nodes ( ) = = 0 : raise valueerror ( " the graph is empty... " ) pr = pagerank _ numpy ( self. graph ) return pr | [
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def io _ cb ( self, watcher, revents ) : if revents & pyev. ev _ read : ret = self. socket. handle _ read ( ) if ret = = self. socket. finished : self. reset ( pyev. ev _ write ) elif ret = = self. socket. error or ret = = self. socket. quit : self. close ( ) else : ret = self. socket. handle _ write ( ) if ret = = sel... | [
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def from _ iupac ( text, structure _ class = glycan, * * kwargs ) : res = glycan _ from _ iupac ( text, structure _ class = structure _ class, * * kwargs ) if len ( res ) > 1 : return res else : return res. root | [
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def user _ data _ set ( self, userdata ) : self. _ userdata = userdata | [
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def build _ data ( self ) : # set data modes lo _ modes = [ ] modes = self. mode. lower ( ). strip ( ) # adding functionality to do log resistivity if'log'in modes : rescode _ te, rescode _ tm = 1, 5 else : rescode _ te, rescode _ tm = 9, 10 if'both'in modes : lo _ modes. extend ( [ rescode _ te, rescode _ tm, 2, 6 ] )... | [
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def checkerboard ( width, height, factory = none ) : return io. read ('pattern : checkerboard ', width, height, factory ) | [
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def get _ school _ by _ id ( school _ id : int ) : try : schools = school _ service. get _ school _ by _ id ( school _ id ) current _ app. logger. info ( " return data for school _ id : { } ". format ( school _ id ) ) return jsonify ( { " data " : { " count " : len ( schools ), " schools " : schools } } ), 200 except s... | [
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def _ _ init _ _ ( self, uuid, api ) : super ( ). _ _ init _ _ ( ) self. _ uuid = uuid self. _ device = api self. _ time _ between _ snapshots = 30 self. _ last _ image = none self. _ next _ snapshot _ at = none | [
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def auto _ id ( self ) : # if the ids are within an acceptable tolerance, flag them as such wave _ est = self. _ fitdict ['full _ fit']. eval ( self. _ detns / self. _ fitdict ['xnorm'] ) for wav in range ( wave _ est. size ) : if self. _ lineflg [ wav ] = = 1 : # user has manually identified this line already continue... | [
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def _ copy _ to _ repo ( self, day, utc, ow _ arr, ow _ cols, upd _ arr, upd _ cols ) : b, c, bs = self. dbar. load _ day ( day ) if len ( b )! = 0 : raise valueerror ('copy to non - empty repo!'+ day ) if repo. lpxc not in ow _ cols : raise valueerror ('lpx not in ow _ cols!'+ day ) if repo. utcc in ow _ cols : raise ... | [
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def _ _ init _ _ ( self, target _ area, target _ std, area _ damping _ strength = 0. 8, std _ damping _ strength = 0. 8 ) : self. area _ damping _ strength = area _ damping _ strength self. std _ damping _ strength = std _ damping _ strength self. target _ area = target _ area self. target _ std = target _ std self. cu... | [
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def _ attributes _ remove ( self, key, flow ) : # make sure interface is ready to use us _ key = self. _ attributes _ t _ underscore ( key ) d = self. _ attributes _ t _ init ( us _ key ) if self. _ attributes _ i _ is _ removable ( key, flow = flow ) : del ( d ['attributes'] [ us _ key ] ) | [
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def _ _ init _ _ ( self, port = default _ port, ssl _ chain _ cert = none, ssl _ key = none, ssl _ ca _ cert = none, * * kwargs ) : super ( memcacheddriver, self ). _ _ init _ _ ( * * kwargs ) self. port = port self. ssl _ chain _ cert = ssl _ chain _ cert self. ssl _ key = ssl _ key self. ssl _ ca _ cert = ssl _ ca _ ... | [
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def getvar ( self ) : # - - - + - - - - | - - - - + - - - - | - - - - + - - - - | - - - - + - - - - | - - - - + - - - - | - - - - + - - - - | - - - - + - - - - | return binomialdistbase. getvar ( self ) | [
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def sensor _ value _ to _ table ( sensor _ row, table ) : table. at [ sensor _ row ['timestamp'], sensor _ row ['sensors _ id'] ] = sensor _ row ['value'] | [
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def unproject ( self, pts : np. ndarray ) - > np. ndarray : return cv2. perspectivetransform ( pts. reshape ( ( - 1, 1, 2 ) ), self. _ im. astype ( np. float32 ) ) | [
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def core _ count ( self ) - > optional [ pulumi. input [ int ] ] : return pulumi. get ( self, " core _ count " ) | [
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def apply ( self, func : " union [ callable [ ['any'],'any'], callable [ ['any'],'any'] ] ", dtype _ out : " optional ['datatype'] " = none, ) - > " dataframe " : df = self. agg _ list ( ) if isinstance ( self. selection, str ) : selection = [ self. selection ] else : selection = self. selection for name in selection :... | [
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def get _ bar100 _ stress _ strain ( model, key, is _ stress, vm _ word, itime, oxx, max _ principal, min _ principal, ovm, is _ element _ on, eids, header _ dict, keys _ map ) : if is _ stress : bars2 = model. cbar _ stress _ 10nodes else : bars2 = model. cbar _ strain _ 10nodes if key in bars2 : case = bars2 [ key ] ... | [
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def symbolic _ conditional _ probabilities _ consecutive _ external ( symx, symy ) : if len ( symx )! = len ( symy ) : raise valueerror ('all arrays must have same length') symx = np. array ( symx ) symy = np. array ( symy ) cp = symbolic _ double _ conditional _ probabilities ( symx [ 1 : ], symy [ : - 1 ], symx [ : -... | [
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def _ _ init _ _ ( self, name = none, reason = none, version = none, user = none, stage = none, tracking _ url = none, uuid = none, description = none, released _ timestamp = none ) : # noqa : e501 # noqa : e501 self. _ name = none self. _ reason = none self. _ version = none self. _ user = none self. _ stage = none se... | [
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def tokenize _ input ( self, input ) : # convenience padding of special chars with spaces so the user # can be lazy about separating things that are clearly separate. # note that this has to be undone if it turns out to be txt. if self. diagnostic : print ('pending :'+ str ( self. partial _ pending ) ) for spec in self... | [
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def get _ user _ list ( ) : ret = none try : ret, err = _ get _ user _ or _ group _ list ( " users " ) if err : raise exception ( err ) except exception, e : return none,'error retrieving users list : % s'% str ( e ) else : return ret, none | [
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def points _ in _ convex _ polygon _ 3d _ jit ( points, polygon _ surfaces, num _ surfaces = none ) : max _ num _ surfaces, max _ num _ points _ of _ surface = polygon _ surfaces. shape [ 1 : 3 ] num _ points = points. shape [ 0 ] num _ polygons = polygon _ surfaces. shape [ 0 ] if num _ surfaces is none : num _ surfac... | [
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def new ( * args, * * kargs ) : obj = itkimageserieswriterid3id2. _ _ new _ orig _ _ ( ) import itktemplate itktemplate. new ( obj, * args, * * kargs ) return obj | [
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async def test _ main _ build ( mocker : mockerfixture ) - > none : build = mocker. patch ( " nefelibata. console. build " ) build. run = mocker. asyncmock ( ) mocker. patch ( " nefelibata. console. docopt ", return _ value = { " - - loglevel " : " debug ", " init " : false, " new " : false, " build " : true, " publish... | [
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def check _ latlng ( check _ bbox ) : for i in check _ bbox : if i < - 180 or i > 180 : failure ('this file is already projected.') return true | [
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def _ scheduler ( self ) : priorityprocess = self. readylist. peek ( ) if self. process is not priorityprocess : # if running process no longer has priority or has been destroyed if self. process is not none and self. process. status [ " type " ]! = " blocked " : # set to ready if not blocked self. process. status [ " ... | [
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def _ _ len _ _ ( self ) : return len ( self. children ) | [
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def extract _ chipdata ( chip _ file, n, outfile ) : if'nac'not in chip _ file : sheet _ num = 0 else : sheet _ num = 1 data = read _ chipdata ( chip _ file, sheetnum = sheet _ num ) parsed _ data = parse _ chipdata ( data ) sorted _ data = sort _ chipdata ( parsed _ data ) # delete rows with same positions sorted _ da... | [
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def common _ ar _ markers ( ar _ pos1, ar _ pos2 ) : ar1, ar2 = { }, { } common _ indices = np. intersect1d ( ar _ pos1. keys ( ), ar _ pos2. keys ( ) ) for i in common _ indices : ar1 [ i ] = ar _ pos1 [ i ] ar2 [ i ] = ar _ pos2 [ i ] return ar1, ar2 | [
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def cifar10 _ loss _ fun ( data, weights ) : from lecture3. loss import l _ svm return l _ svm ( data [ 0 ], data [ 1 ], weights ) | [
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def get _ file ( path, mode ='rb ', source = source _ any ) : if os. path. isabs ( path ) : if os. path. isfile ( path ) : return open ( path, mode ) return none # not an absolute path, so process it. ensure _ paths ( ) if source & source _ profile : p _ path = os. path. join ( profile _ path, path ) if os. path. isfil... | [
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def get _ component _ type ( self ) - > str : return " cpu " | [
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def h _ prime ( self, x ) : h = self. h ( x ) return h * ( 1 - h ) | [
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0.40719282627105713,
0.7957443594932556,
-0.13322994112968445,
0.6312292814254761,
-0.9426634311676025,
-0.724183201789856,
0.08240791410207748,
-0.11390522867441177,
-0.2676961123943329,
-0.37815508246421814,
-0.7810018062591553,
0.182555705308914... |
def done _ burning ( self, cur _ sample ) : return self. graph. get _ num _ sample _ vertices ( cur _ sample ) > = self. cutoff _ vertices | [
-0.5526801347732544,
0.005099205765873194,
0.48286208510398865,
0.8590173721313477,
-1.5229196548461914,
-0.1920984387397766,
0.2971212863922119,
-0.0411420613527298,
0.371145099401474,
0.8399736285209656,
-0.2142864465713501,
0.1672673523426056,
-1.049074411392212,
0.17983584105968475,
... |
def gettablemattresstrans ( kv, cu ) : kvtable = np. array ( [ 60, 80, 110, 125 ] ) cutable = np. array ( [ 0, 0. 1, 0. 2, 0. 3, 0. 6, 0. 9 ] ) lookup _ kv = find _ nearest ( kvtable, kv ) lookup _ cu = find _ nearest ( cutable, cu ) lookuparray = np. array ( [ [ 0. 66, 0. 68, 0. 71, 0. 72 ], [ 0. 73, 0. 75, 0. 78, 0. ... | [
0.15064965188503265,
-0.3313409388065338,
0.9073553085327148,
-0.834163248538971,
-0.5061720609664917,
-0.024019045755267143,
0.2826736271381378,
-0.8605829477310181,
-0.390060693025589,
0.767909586429596,
0.4816058278083801,
0.28034496307373047,
-0.3074493110179901,
-0.06863456219434738,
... |
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