text stringlengths 25 2.19k | embedding listlengths 768 768 |
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def get _ fiat _ prices ( self, base ='usd') : return self. get _ request ('/ api / v1 / prices? base = { } '. format ( base ) ) | [
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def nudge _ dataset ( x, y, direction _ vectors ) : start = time. time ( ) shift = lambda x, w : convolve ( x. reshape ( ( 28, 28 ) ), mode ='constant ', weights = w ). ravel ( ) x = np. concatenate ( [ x ] + [ np. apply _ along _ axis ( shift, 1, x, vector ) for vector in direction _ vectors ] ) y = np. concatenate ( ... | [
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def add _ family _ event ( request ) : if request. method = = post : # shared fields logged _ in _ user = request. user body = json. loads ( request. body ) # event fields name = body. get ('name') event _ description = body. get ('event _ description') year = body. get ('year') date = body. get ('date') image = body. ... | [
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def get _ permissions ( self ) : if self. action = = " create " : permission _ classes = [ cancreateversion ] elif self. action = = " update " : permission _ classes = [ canupdateversion ] else : try : permission _ classes = getattr ( self, self. action ). kwargs. get ( " permission _ classes " ) except attributeerror ... | [
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def archive ( ) : with open ('data / traffic. log ','r') as logger _ file : date = logger _ file. readline ( ). rstrip ( ) with open ( f " data / logs / { date }. txt ",'w') as storing _ file : for line in logger _ file : storing _ file. write ( line ) with open ('data / traffic. log ','w') as logger _ file : logger _ ... | [
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def fiksvm _ load _ model ( model _ file _ name ) : model = libfiksvm. fiksvm _ load _ model ( model _ file _ name ) if not model : print ( " can't open model file % s " % model _ file _ name ) return none model = topymodel ( model ) return model | [
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def get _ censored _ demand ( conn ) : censored _ demand = pd. read _ sql _ query ( " " " select distinct station _ id as start _ station _ id, substr ( time, 1, 13 ) as date _ hour from status where bikes _ available = 0 ; " " ", con = conn ) censored _ demand ['date _ hour'] = pd. to _ datetime ( censored _ demand ['... | [
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def load _ cfg ( basename, options ) : timon. tests. common. yaml _ fname = fname = basename + ". yaml " options. fname = fname with patch ('timon. configure. open ', writer, create = true ) : timon. configure. apply _ config ( options ) jsontxt = writer. written _ data ( ) data = json. loads ( jsontxt ) with patch ('j... | [
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def production ( self ) : # first we need to convert the cv atom indices to match our system. # read through gro file and connect residue names with what we packed the system with def convert _ indices ( resname, indices, stop _ after = none ) : result = [ ] residue _ count = 0 with open ( self. current _ structure ) a... | [
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def default _ ledger _ accounts ( self, default _ ledger _ accounts ) : self. _ default _ ledger _ accounts = default _ ledger _ accounts | [
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def get _ rupture _ centers ( self, ruptures ) : lons = np. array ( [ rup. hypocenter. longitude for rup in ruptures ] ) lats = np. array ( [ rup. hypocenter. latitude for rup in ruptures ] ) if isinstance ( self, ( pointsource, areasource ) ) : # # rup. hypocenter does not appear to have correct depth information dept... | [
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def alphabeta ( self, game, depth, alpha = float ( " - inf " ), beta = float ( " inf " ) ) : if self. time _ left ( ) < self. timer _ threshold : raise searchtimeout ( ) legalmoves = game. get _ legal _ moves ( ) ; if not legalmoves : return ( - 1, - 1 ) startscore = float ( " - inf " ) usemove = ( - 1, - 1 ) score = n... | [
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def test _ list _ integer _ length _ 1 _ nistxml _ sv _ iv _ list _ integer _ length _ 2 _ 5 ( mode, save _ output, output _ format ) : assert _ bindings ( schema = " nistdata / list / integer / schema + instance / nistschema - sv - iv - list - integer - length - 2. xsd ", instance = " nistdata / list / integer / schem... | [
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def _ _ setattr _ _ ( self, name, value ) : _ set _ or _ connect _ a _ to _ b ( self. _ _ getattr _ _ ( name ), value ) | [
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def run _ cmd ( cmd ) : print ('+ { } '. format ( cmd ) ) if isinstance ( cmd, str ) : cmd = cmd. split ( ) p = subprocess. popen ( cmd, stdout = subprocess. pipe, stderr = subprocess. pipe ) output, err = p. communicate ( ) # when running in python 3, the output of subprocess. popen. communicate ( ) # is a bytes objec... | [
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def make _ x ( xi, xj ) : x = np. vstack ( ( xi, xj ) ) return x | [
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def _ _ set _ speeds ( self, right _ speed, left _ speed ) : self. _ _ right _ wheel ['motor']. set _ speed ( right _ speed ) self. _ _ left _ wheel ['motor']. set _ speed ( left _ speed ) | [
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def og _ load _ driving _ agent _ make _ video ( pelican _ agent _ filepath, pelican _ agent _ name, panther _ agent _ filepath, panther _ agent _ name, config _ file _ path ='/ components / plark - game / plark _ game / game _ config / 10x10 / balanced. json ', video _ path ='/ components / plark _ ai _ flask / builta... | [
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def customization _ data ( client = none ) : res _ file = os. path. join ( os. path. dirname ( _ _ file _ _ ), res _ file ) if not os. path. isfile ( res _ file ) : raise filenotfounderror ( " { } not found ". format ( res _ file ) ) with io. open ( res _ file, mode ='rt') as f : b64 _ data = base64. b64encode ( f. rea... | [
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def test _ specimen _ page _ anon ( self ) : with app. test _ client ( ) as client : resp = client. get ( " / specimen / 12 " ) html = resp. get _ data ( as _ text = true ) self. assertequal ( resp. status _ code, 200 ) self. assertin ( " quercus ", html ) self. assertnotin ( " edit ", html ) | [
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def _ traced _ connect _ attr ( attr _ a, attr _ b ) : # connect attr _ a to attr _ b cmds. connectattr ( attr _ a, attr _ b, force = true ) # if commands are traced... if node. trace _ commands : # format both attributes correctly formatted _ attrs = [ ] for attr in [ attr _ a, attr _ b ] : # look for the node of the ... | [
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def test _ ensure _ device _ manufacturer _ strict _ missing ( self ) : plugin _ settings [ " object _ match _ strategy " ] = " strict " onboarding _ kwargs = { " netdev _ hostname " : " device1 ", " netdev _ nb _ role _ slug " : plugin _ settings [ " default _ device _ role " ], " netdev _ vendor " : " cisco ", " netd... | [
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def plot _ walls ( self ) : x, y = self. size plot _ array ( self. envmat, x, y ) | [
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def _ _ handleselection ( self, track, level ) : self. handlepurchase ( track, level ) | [
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def compute _ qty _ for _ export _ stock ( self, product _ stock, shopify _ product, odoo _ product ) : quantity = product _ stock. get ( odoo _ product. id, 0 ) if shopify _ product. fix _ stock _ type = ='fix': if shopify _ product. fix _ stock _ value < quantity : quantity = shopify _ product. fix _ stock _ value el... | [
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def test01 _ calculate _ anomaly _ risk ( self ) : self. dut. phase _ id = 3 # cdr self. dut. lst _ anomaly _ mgmt = [ [ ], [ 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 0, 1, 1, 1, 0, 1, 0 ] ] _ error _ code = _ calculate _ anomaly _ risk ( self. dut ) self. assertequal ( _ error _ code, 0 ) self. assertalmostequal ( self. du... | [
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def inverse _ matrix ( * attrs ) : return _ create _ and _ connect _ node ('inverse _ matrix ', * attrs ) | [
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async def fixture _ connection _ settings _ service ( network _ manager _ services : dict [ str, dbusservicemock | dict [ str, dbusservicemock ] ] ) - > connectionsettingsservice : yield network _ manager _ services [ " network _ connection _ settings " ] | [
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def wait _ till _ termindate ( self, c ) : stop = false while stop is false : description = c. describe _ cluster ( clusterid = self. job _ flow _ id ) state = description ['cluster'] ['status'] ['state'] if state = ='terminated'or state = ='terminated _ with _ errors': stop = true print ( state ) # prevent throttlinge... | [
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def slot _ mappings ( self ) - > dict [ text, union [ dict, list [ dict ] ] ] : return { " cid " : [ self. from _ entity ( entity = " cid ", intent = " inform " ) ], " time " : [ self. from _ entity ( entity = " time " ) ] } | [
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def test _ just _ label ( self ) : st. file _ uploader ( " the label " ) c = self. get _ delta _ from _ queue ( ). new _ element. file _ uploader self. assertequal ( c. label, " the label " ) | [
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def get _ process _ version ( self, gbd _ process _ id ) : # check if existing gbd processes file exists gbd _ processes _ file = " { } / gbd _ processes. json ". format ( self. args. out _ dir ) if os. path. exists ( gbd _ processes _ file ) : gbd _ processes = json. load ( file ( gbd _ processes _ file,'r') ) else : ... | [
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def get _ short _ name ( self ) : return self. first _ name | [
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def preprocess ( i ) : i = i [ 35 : 195 ] # crop i = i [ : : 2, : : 2, 0 ] # downsample by factor of 2 i [ i = = 144 ] = 0 # erase background ( background type 1 ) i [ i = = 109 ] = 0 # erase background ( background type 2 ) i [ i! = 0 ] = 1 # everything else ( paddles, ball ) just set to 1 return i. astype ( np. float... | [
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def get _ parameter _ store _ params ( cmd _ line : namespace ) : # parameters provided to us by the command line param _ names = [ cmd _ line. client _ id _ parameter, cmd _ line. client _ secret _ parameter ] # create a kv client kv _ client = secretclient ( vault _ url = cmd _ line. vault _ uri, credential = default... | [
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def patches2array ( patches, img _ size, nn _ input _ patch _ size = ( 64, 64 ), nn _ output _ patch _ size = ( 16, 16 ), step _ size = 4 ) : logging. info ('patches2array, patches. shape : { }, img _ size : { } '. format ( patches. shape, img _ size ) ) logging. debug ('patches2array : img _ size : { } '. format ( img... | [
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def find ( self, filename, ignore _ case = false ) : raise filenotfounderror | [
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def set _ turning ( self, inner _ pants _ curves, turning _ dict, twisting _ dict ) : self. _ turning = np. zeros ( len ( inner _ pants _ curves ), dtype = int ) for i in range ( len ( inner _ pants _ curves ) ) : pants _ curve = inner _ pants _ curves [ i ] current _ turning = none if pants _ curve in turning _ dict :... | [
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def _ loadcalibration ( self, url, cname ) : resolved _ url = resolveurl ( url, cname ) url _ type = parseurl ( resolved _ url ) if url _ type = = url _ empty : self. _ loadcalibration ( default _ camera _ info _ url, cname ) return rospy. loginfo ('camera calibration url :'+ resolved _ url ) if url _ type = = url _ fi... | [
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def find _ next _ best _ move ( board, player ) : global model best _ prob _ to _ win = - 1 if player = = 1 : best _ prob _ to _ win = 2 best _ x = best _ y = 0 for x in range ( 3 ) : for y in range ( 3 ) : if not board [ 0, x, y ] and not board [ 1, x, y ] : # nobody has played in this position. # let's play and see h... | [
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def test _ home ( self ) : response = self. client. get ('/') self. assert200 ( response ) self. asserttemplateused ('index. html') | [
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def upload _ pon ( pon _ df, pon _ name, namespace, workspace ) : os. system ('mkdir - p pons') filename = '. / pons / fc _ upload _ pon _ % s. txt'% ( pon _ name ) pon _ df. to _ csv ( filename,'\ t ', index = false ) res = upload _ entities _ from _ tsv ( namespace, workspace,'pons / fc _ upload _ pon _ % s. txt'% po... | [
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def drawboard ( self ) : image = pygame. transform. scale ( self. board, ( configuration. window _ width, configuration. window _ height ) ) self. window. blit ( image, ( 0, 0 ) ) | [
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def make _ y ( yi, yj ) : y = np. append ( yi, yj ) return y | [
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def prepare _ grant _ uri ( uri, client _ id, response _ type, redirect _ uri = none, scope = none, state = none, * * kwargs ) : if not is _ secure _ transport ( uri ) : raise insecuretransporterror ( ) params = [ ( ('response _ type ', response _ type ) ), ( ('client _ id ', client _ id ) ) ] if redirect _ uri : param... | [
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def search ( self, topic, max = none, c = 100 ) : # searches for tweets results = self. api. getsearch ( term = topic, max _ id = max, count = c, result _ type = " mixed ", lang ='en') tweets = list ( ) min _ id = none for tweet in results : # tries to find the oldest tweet id if min _ id = = none or int ( tweet. id ) ... | [
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def reload ( self ) : self. _ check ( ) | [
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def with _ chip _ key ( self, key ) : b = self. _ copy ( ) b. chip _ key = key return b | [
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def _ _ add _ _ ( self, obj ) : if isinstance ( obj, matrix ) : if not ( self. m = = obj. m and self. n = = obj. n ) : raise exc. comformabilityerror ( " matrices must have the same dimensions " ) res = matrix ( self. m, self. n ) for i in range ( self. m ) : for j in range ( self. n ) : val = self [ i, j ] + obj [ i, ... | [
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def add ( self, asset : asset ) : self. assets. append ( asset ) | [
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def deletedevicemanagementextensionpkg ( self, bundleid ) : dmereq = apiclient. dmesinglerequest % ( self. host, bundleid ) r = requests. delete ( dmereq, auth = self. credentials, verify = self. verify ) status = r. status _ code if status = = 204 : self. logger. debug ( " device management extension package removed "... | [
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def get _ name ( self, host _ name ) : if wildcard _ match ( self. _ pattern, host _ name ) : return host _ name else : return self. _ fallback | [
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def test _ atomic _ id _ pattern _ 3 _ nistxml _ sv _ iv _ atomic _ id _ pattern _ 4 _ 1 ( mode, save _ output, output _ format ) : assert _ bindings ( schema = " nistdata / atomic / id / schema + instance / nistschema - sv - iv - atomic - id - pattern - 4. xsd ", instance = " nistdata / atomic / id / schema + instance... | [
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def get _ treatment _ url ( self, obj ) : if obj. treatment : return get _ related _ content _ url ( treatment, obj. treatment. id ) | [
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def _ calculate _ pfl _ constant ( branches, buses, index _ set _ branch, base _ point = basepointtype. flatstart ) : _ len _ branch = len ( index _ set _ branch ) _ mapping _ branch = { i : index _ set _ branch [ i ] for i in list ( range ( 0, _ len _ branch ) ) } pfl _ constant = np. zeros ( _ len _ branch ) for idx ... | [
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def test _ api _ can _ create _ a _ user ( self ) : self. assertequal ( self. response. status _ code, status. http _ 201 _ created ) | [
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def items _ from _ events ( self, events : iterable [ tevent ] ) - > iterable [ namedtuple ] : # convert the domain event ( s ) to sequenced item ( s ). return map ( self. event _ mapper. item _ from _ event, events ) | [
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def isactive ( self ) : return not freecad. activedocument is none | [
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def testisloggedinfunction ( self ) : self. utils. account. login _ as ( self. username, self. password ) flag = self. po. is _ logged _ in ( ) assert flag is true, \ " is _ logged _ in ( ) returned % s, expected true " % ( flag ) | [
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def load _ image _ gt ( dataset, config, image _ id ) : # load image and mask image = dataset. load _ image ( image _ id ) image _ info = dataset. image _ info [ image _ id ] original _ shape = image. shape image, window, scale, padding, crop = tf _ utils. resize _ image ( image, min _ dim = config. image _ min _ dim, ... | [
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def putcmd ( self, cmd, args = " " ) : if args = = " " : str ='% s % s'% ( cmd, crlf ) else : str ='% s % s % s'% ( cmd, args, crlf ) self. send ( str ) | [
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def region ( self, region ) : self. _ region = region | [
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def sell ( ) : id _ session = session [ " user _ id " ] # getting data range _ size = db. execute ( " select count ( * ) as count from finance where finance _ id = : finance _ id ", finance _ id = id _ session ) size = range _ size [ 0 ] ['count'] get _ data = db. execute ( " select * from finance where finance _ id = ... | [
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def random _ string _ generator ( size = 6, chars = string. ascii _ uppercase + string. digits ) - > str : return''. join ( random. choice ( chars ) for _ in range ( size ) ) | [
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def short _ body ( self, system, body ) : if body. startswith ( system +'' ) : return body [ len ( system ) + 1 : ] else : return body | [
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async def color ( self, ctx : context, color : colourconverter ) - > none : self. embeds [ ctx. author ]. embed. colour = color await ctx. send ( " embeds color updated. " ) | [
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def active _ end _ date ( self, active _ start _ date ) : pattern _ dict = dict ( ) pattern _ dict ['freq _ type'] = self. schedule _ freq _ type pattern _ dict ['active _ end _ date'] = active _ start _ date schedule _ pattern = schedulepattern ( self. _ pattern ) self. _ pattern = schedule _ pattern. create _ schedul... | [
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def extract _ client _ login _ token ( http _ body, scopes ) : token _ string = get _ client _ login _ token ( http _ body ) token = clientlogintoken ( scopes = scopes ) token. set _ token _ string ( token _ string ) return token | [
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def adjust _ gamma ( image, gamma ) : # build a lookup table mapping the pixel values [ 0, 255 ] to # their adjusted gamma values invgamma = 1. 0 / gamma table = np. array ( [ ( ( i / 255. 0 ) * * invgamma ) * 255 for i in np. arange ( 0, 256 ) ] ). astype ( " uint8 " ) # apply gamma correction using the lookup table r... | [
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def compute _ rotation _ matrix ( self, rotate _ param ) : pitch, yaw, roll = rotate _ param [ :, 0 ], rotate _ param [ :, 1 ], rotate _ param [ :, 2 ] bs = rotate _ param. shape [ 0 ] device = rotate _ param. device pitch _ matrix = torch. eye ( 3, device = device ) [ none, :, : ]. expand ( bs, - 1, - 1 ). clone ( ) y... | [
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def bool _ view ( flag ) : return " yes " if flag else " no " | [
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def _ _ init _ _ ( self, value = none, error = none, weights = none ) : self. value = value self. error = error self. weights = weights | [
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def isequal ( self, other ) : # test lengths are equal. if ( len ( self. seq )! = len ( other. seq ) ) : print ( " sequences are of different lengths. isequal ( ) returning false. " ) equal = false # if equal lengths, test if values are all equal. else : equal = all ( self. seq = = other. seq ) # return true or false r... | [
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def north _ american ( self ) : name = name ( ) # the editor requires a surname name. add _ surname ( surname ( ) ) name. set _ primary _ surname ( 0 ) father _ handle = self. family. get _ father _ handle ( ) if father _ handle : father = self. dbstate. db. get _ person _ from _ handle ( father _ handle ) preset _ nam... | [
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def get _ parameterization _ dimensionality ( self ) : if self. parameterized _ locations is none : raise valueerror ( " load data first " ) return self. parameterized _ locations. shape [ 1 ] | [
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def process _ login ( request ) : # get username and password try : username = request. post ['username'] password = request. post ['password'] except keyerror : return httpresponsebadrequest ( ) # redirections signin _ page = reverse _ lazy ( " home " ) # redirect to login page if failed doctor _ page = reverse _ lazy... | [
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def create ( self, cr, uid, data, context = none ) : if data ['employee _ id'] : rec = self. pool. get ('hr. employee'). browse ( cr, uid, data ['employee _ id'], context = context ) data. update ( {'degree _ id': rec. degree _ id. id,'department _ id': rec. department _ id. id,'emp _ code': rec. emp _ code } ) return ... | [
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def generate _ pointcloud ( rgb _ file, depth _ file, ply _ file ) : start = time. time ( ) ; rgb = cv2. imread ( rgb _ file ) rgb = rgb. astype ( np. uint8 ) depth = cv2. imread ( depth _ file ) depth = depth [ :, :, 0 ] depth = depth. astype ( np. float32 ) # coords x = np. zeros ( ( depth. shape [ 0 ], depth. shape ... | [
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def test _ atomic _ language _ pattern _ 1 _ nistxml _ sv _ iv _ atomic _ language _ pattern _ 2 _ 4 ( mode, save _ output, output _ format ) : assert _ bindings ( schema = " nistdata / atomic / language / schema + instance / nistschema - sv - iv - atomic - language - pattern - 2. xsd ", instance = " nistdata / atomic ... | [
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def _ load _ hdf5 _ v1 ( self, filename, group = " twiss " ) : f = h5py. file ( filename,'r') self. element = list ( f [ group ] ['element'] ) self. tune = tuple ( f [ group ] ['tune'] ) self. _ twtable = np. array ( f [ group ] ['twtable'] ) f. close ( ) | [
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def test _ mail _ webhook _ get _ is _ none ( self ) : httpretty. register _ uri ( uri = " http : / / 127. 0. 0. 1 / ", method ='get ', status = 200, ) requests. get ('http : / / 127. 0. 0. 1 /') result = webhook ( httpretty. last _ request ( ) ) self. assertisnone ( result ) | [
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def _ _ next _ _ ( self ) : rowvalues = none try : row = next ( self. _ rowreader ) data = [ r for r in row ] # convert iterator or generator to list if len ( data ) < len ( self. _ headings ) : if self. _ shortrowsallowed : for n in range ( len ( data ), len ( self. _ headings ) ) : data [ n ] = none else : raise valu... | [
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def clean ( self ) : if any ( self. errors ) : # don't bother validating the formset unless each form is valid on its own return non _ blank _ found = false for i in range ( 0, self. total _ form _ count ( ) ) : form = self. forms [ i ] if form. is _ valid ( ) and'email'in form. cleaned _ data and form. cleaned _ data ... | [
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def collision ( self, obj ) : up, down, left, right = range ( 4 ) allowed = { up : true, down : true, left : true, right : true } if self. x < = ( obj. x + obj. width ) and ( self. x + self. width ) > = obj. x and self. y < = ( obj. y + obj. height ) and ( self. y + self. height ) > = obj. y : if self. y = = ( obj. y +... | [
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def _ bool _ check _ tag ( self, tag _ name = " # parashar " ) : self. _ _ search _ tag ( tag _ name ) try : self. _ _ open _ first _ tile ( ) return true except exception as e : logging. error ( e, exc _ info = true ) return false | [
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def logs ( self, limit : optional [ int ] = default _ limit, page _ size : int = default _ page _ size ) - > " paginatedlist [ webhooklog ] " : return self. _ client. webhook. logs ( self. id, limit = limit, page _ size = page _ size ) | [
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def stem _ word ( word ) : try : return stemmer. stem ( word ) except recursionerror : return " " | [
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def on _ asset _ changed ( self ) : assets _ model = self. data [ " model " ] [ " assets " ] parent _ input = self. data ['inputs'] ['parent'] selected = assets _ model. get _ selected _ assets ( ) self. valid _ parent = false if len ( selected ) > 1 : parent _ input. settext ('< please select only one asset! >') elif ... | [
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def dayofweek _ sample ( x ) : enc = onehotencoder ( sparse ='false ', drop ='first ', categories = [ list ( range ( 0, 8 ) ) ] ) array = enc. fit _ transform ( np. array ( x. index. dayofweek ). reshape ( - 1, 1 ) ) array = array. toarray ( ) columns = ['dayofweek _'+ str ( i ) for i in range ( 1, 8 ) ] return pd. dat... | [
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def resolveurl ( url, cname ) : resolved ='' # resolved url to return rest = 0 # index of remaining string to parse while true : # find the next'$'in the url string dollar = url. find ('$ ', rest ) if dollar = = - 1 : # no more'$'s there? resolved + = url [ rest : ] return resolved # copy characters up to the next'$'re... | [
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def calculate _ distance ( latitude, longitude, max _ dist, matches ) : # matches : [ id, age, pict, sex, interest, lat, long, dist ] delta _ lat = np. subtract ( latitude, matches [ :, 5 ]. astype ( float ) ) delta _ long = np. subtract ( longitude, matches [ :, 6 ]. astype ( float ) ) distance = np. sqrt ( np. power ... | [
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def edit _ showtime ( request, showtime _ id ) : if not request. user. is _ superuser : messages. error ( request,'sorry, only website owners can do that.') return redirect ( reverse ('home') ) showtime = get _ object _ or _ 404 ( showtime, pk = showtime _ id ) if request. method = ='post': form = showtimeform ( reques... | [
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def delete _ user _ from _ session ( self ) : if self. is _ user _ id _ in _ session ( ) is true : del self. session ['user _ id'] | [
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def speakunicodecharacter ( self, character ) : speech. speak ( messages. unicode % \ self. utilities. unicodevaluestring ( character ) ) | [
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def modify ( ctx, # mandatory main parameter volumeid, # optional main parameter accountid = none, # optional main parameter access = none, # optional subparameter of optional main parameter. miniops = none, # optional subparameter of optional main parameter. maxiops = none, # optional subparameter of optional main par... | [
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def update _ fields _ model ( self, * args, * * kwargs ) : cur _ ct = self. fmodel. rowcount ( ) df = self. dfmodel. dataframe ( ) if cur _ ct > 0 : for i in range ( self. fmodel. rowcount ( ) ) : item = self. fmodel. item ( i, 0 ) if item and item. text ( ) not in df. columns : self. fmodel. takerow ( i ) for col in d... | [
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def add ( self, model _ sec : float, e2e _ sec : float, batch _ size : int ) : if batch _ size! = self. _ batch _ size : raise valueerror ( " batch _ size of { } does not match the original batch _ size { } ". format ( batch _ size, self. _ batch _ size ) ) self. _ batch _ model _ times. append ( model _ sec ) self. _ ... | [
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def itype ( module, name, input _ types, decorator = inputs ) : register ( module, decorator = decorator, names = [ name ], decorator _ type = " inputs ", types = input _ types ) | [
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-0.42887789011001587,
0.902435839176178,
-0.6497433185577393,
0.319463312625885,
... |
def setupclass ( cls ) : print ('\ n─────────────────────────────────────────────────────────────────────────────────────────') print ('starting the execution of tests for class " slashnexthostreport " with valid set of inputs.') print ('──────────────────────────────────────────────────────────────────────────────────... | [
1.433440089225769,
-0.00734694255515933,
1.1873655319213867,
-0.5143253207206726,
0.7642358541488647,
0.7567088007926941,
1.0421335697174072,
-0.5349674820899963,
-0.7892494797706604,
-0.32145389914512634,
0.5162410736083984,
0.3366208076477051,
-0.48723846673965454,
0.029995571821928024,
... |
def build _ model ( self, input _ dim, output _ dim, batch _ size = batch _ size ) : print ( " input _ dim ", input _ dim, " output _ dim ", output _ dim ) l _ in = lasagne. layers. inputlayer ( shape = ( batch _ size, input _ dim ), ) l _ hidden = lasagne. layers. denselayer ( l _ in, num _ units = 200, nonlinearity =... | [
0.29862716794013977,
-0.49515771865844727,
0.5887534022331238,
0.6992518901824951,
-0.299069881439209,
0.5879250764846802,
-0.18101449310779572,
0.4985836148262024,
-0.21951594948768616,
-0.2548496723175049,
-0.17864252626895905,
0.4123585820198059,
0.5214500427246094,
-0.08949758112430573... |
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