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def is _ rectangle ( coords ) : # look for four segments defined by five points has _ four _ segments = ( len ( coords ) = = 5 ) if has _ four _ segments : # the fifth point should be the same as the first is _ closed = ( coords [ 0 ] = = coords [ 4 ] ) if is _ closed : # test sides for both clockwise or counterwise or...
[ -0.19231268763542175, 0.7137395739555359, 0.6059248447418213, 0.12430541217327118, 0.29775941371917725, -0.07221624255180359, 0.3974301218986511, -0.41093918681144714, 0.7388827204704285, -0.3051832914352417, 0.009000618010759354, -1.0290769338607788, -0.8154823780059814, -0.30745282769203...
def test _ atomic _ boolean _ white _ space _ 2 _ nistxml _ sv _ iv _ atomic _ boolean _ white _ space _ 3 _ 5 ( mode, save _ output, output _ format ) : assert _ bindings ( schema = " nistdata / atomic / boolean / schema + instance / nistschema - sv - iv - atomic - boolean - whitespace - 3. xsd ", instance = " nistdat...
[ -0.22816278040409088, 0.04842490330338478, 0.5074418783187866, 0.3761983811855316, -0.2181859314441681, 0.5142592191696167, 0.22866478562355042, -0.5106525421142578, -0.03884279727935791, 1.2001171112060547, -0.39897364377975464, 0.4357641637325287, -0.063776396214962, 0.2730306386947632, ...
def powerlaw ( x, y ) : lnx = np. log ( x ) lny = np. log ( y ) xmat = linear ( lnx ) return linearregression ( xmat, lny )
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def run _ cmd ( * args, * * kwargs ) : myprint ('cmd : ', * args ) subprocess. check _ call ( * args, * * kwargs )
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def conjugate _ gradient ( b, cg _ iters, residual _ tol ) : p = b. clone ( ). data r = b. clone ( ). data x = np. zeros _ like ( b. data. cpu ( ). numpy ( ) ) rdotr = r. double ( ). dot ( r. double ( ) ) for _ in range ( cg _ iters ) : z = hessian _ vector _ product ( variable ( p ) ). squeeze ( 0 ) v = rdotr / p. dou...
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def readrdf ( filename ) : g = rdflib. conjunctivegraph ( ) result = g. parse ( filename, format ='trig') # for subj, pred, obj in g : # print ( subj, pred, obj ) # if ( subj, pred, obj ) not in g : # raise exception ( " it better be! " ) # print ( len ( result ) ) rdf _ string = g. serialize ( format = " trig " ). dec...
[ 0.2203426957130432, -1.0999916791915894, 0.6221457123756409, -1.0768438577651978, -0.5887823700904846, 0.3052779734134674, 0.45869383215904236, 0.45127078890800476, -0.7197262644767761, 0.14475776255130768, -0.02653428353369236, 0.05093066021800041, -0.4754702150821686, -0.3319680690765381...
def update ( self, request, * args, * * kwargs ) : version = self. get _ object ( ) if len ( request. files. getlist ( " files " ) ) > 1 : return response ( status = 400, data = { " errors " : [ " referral version documents cannot be created with more than one file. " ] }, ) try : file = request. files. getlist ( " fil...
[ -0.13625332713127136, -0.5410387516021729, 0.596446692943573, -0.04956959933042526, 0.30971020460128784, 0.44679775834083557, 0.5372010469436646, -0.0044006360694766045, -0.3012477457523346, 1.0851489305496216, -0.44331392645835876, -0.3718360364437103, -1.0455186367034912, 0.1294548362493...
def get _ absolute _ url ( self ) : return reverse ('project _ detail ', args = [ self. id ] )
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def exclude _ coords ( self, rule ) : for cls in self. classes : if not hasattr ( rule, cls ) : continue base _ set = [ tuple ( c ) for c in self. mask _ coords [ cls ] ] for exclude in getattr ( rule, cls ) [ " excludes " ] : exclude _ set = [ tuple ( c ) for c in self. mask _ coords [ exclude ] ] base _ set - = exclu...
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def _ _ delitem _ _ ( self, job _ name ) : retry = 3 while job _ name in self and retry : try : delete _ job _ url = self [ job _ name ]. get _ delete _ url ( ) self. jenkins. requester. post _ and _ confirm _ status ( delete _ job _ url, data ='some random bytes...') self. jenkins. poll ( ) except exception. jenkinsap...
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def _ nll ( p, gp, y, priorfn = none ) : # apply priors on gp hyperparameters if priorfn is not none : if not np. isfinite ( priorfn ( p ) ) : return np. inf # catch singular matrices try : gp. set _ parameter _ vector ( p ) except np. linalg. linalgerror : return np. inf ll = gp. log _ likelihood ( y, quiet = true ) r...
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def new _ vera _ device ( cls, device _ id : int ) - > veradevice : vera _ device = magicmock ( spec = cls ) # type : veradevice vera _ device. device _ id = device _ id vera _ device. name = f " dev $ { device _ id } " return vera _ device
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def all ( mtx, datecol, astcol, bmkcol, risk _ free _ rate ) : results = {'daily': treynor ( mtx, datecol, astcol, bmkcol, risk _ free _ rate, utl. math. interp. linear, utl. date. day ),'weekly': treynor ( mtx, datecol, astcol, bmkcol, risk _ free _ rate, utl. math. interp. linear, utl. date. week ),'monthly': treynor...
[ 0.7323344945907593, 0.8148443102836609, 0.6398643851280212, -1.1474215984344482, -0.42830178141593933, -0.6088271141052246, -0.6655932664871216, -0.6683884859085083, -0.9200182557106018, 0.22799773514270782, -0.08877961337566376, -0.5527896881103516, 0.8530368804931641, -0.0898070186376571...
def execute _ task ( task, * * kw ) : spec = {'cmd':'python ', }
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def get ( self, name ) : full _ path _ to _ trashinfo _ file = os. path. join ( self. trashinfo _ path, name ) trashinfo = none with open ( full _ path _ to _ trashinfo _ file,'r') as trashinfo _ file : trashinfo = json. load ( trashinfo _ file ) return trashinfo
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def ids _ updated _ sd ( cls, date, freq = " w " ) : _ tmtp = date. timetuple ( ) if freq = = " w " : _ sql _ base = " select distinct fund _ id from fund _ nv \ where statistic _ date ='{ date }'and { nv } > 0. 2 and statistic _ date > ='1970 - 01 - 02'". format ( date = date, nv = cls. _ nv ) _ criteria = " and fund ...
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def download _ userscript ( self ) - > none : try : print ('installing the hcaptcha solver userscript. ', end ='' ) self. window _ handles ( 1 ) # wait that tampermonkey tab loads. self. driver. get ('https : / / greasyfork. org / en / scripts / 425854 - hcaptcha'' - solver - automatically - solves - hcaptcha - in - br...
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def bad _ header ( testlines ) : i = 3 while i < len ( testlines ) : if testlines [ 0 ]. strip ( )! = " p3 " : print ( " the files first line should be p3. " ) errorfile = true return errorfile break if testlines [ 2 ]. strip ( )! = " 255 " : print ( " the color depth must be 255. " ) errorfile = true return errorfile ...
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def remove _ track _ from _ playlist ( self, track, playlist ) : # add the track. if playlist ['uri'] = = common. saved _ tracks _ context _ uri : q = { " ids " : [ track ['id'] ] } url = " me / tracks " self. delete _ api _ v1 ( url, data = q ) else : q = { " uris " : [ track ['uri'] ] } url = " playlists / { } / trac...
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def external _ ref ( self ) : return self. _ external _ ref
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def get _ readiness ( ) : if model _ mgr. model is none : raise httpexception ( status _ code = 503, detail = " model not ready " ) return { " isready " : " true " }
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def test _ add ( c, x1, y1, x2, y2, x3, y3 ) : p1 = point ( c, x1, y1 ) p2 = point ( c, x2, y2 ) p3 = p1 + p2 print _ ( " % s + % s = % s " % ( p1, p2, p3 ), end ='' ) if p3. x ( )! = x3 or p3. y ( )! = y3 : raise failedtest ( " failure : should give ( % d, % d ). " % ( x3, y3 ) ) else : print _ ( " good. " )
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def bokeh _ pr _ curve _ from _ y _ proba ( y _ proba : iterable [ float ], y _ true : iterable [ bool ], fig : figure = none, color : str ='blue ', legend = " default " ) - > layoutdom : precision, recall, thresholds = soft _ precision _ recall _ curve ( y _ true, y _ proba ) return bokeh _ pr _ curve _ raw ( precisio...
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def recall ( test _ set, recs, k = 10, userid _ subset = [ ] ) : if userid _ subset is none : userid _ subset = [ ] userid _ subset = set ( userid _ subset ) hits = [ pageid in recs [ userid ] [ : k ] for pageid, userid in zip ( test _ set. pageid, test _ set. userid ) if ( len ( userid _ subset ) = = 0 ) or ( userid i...
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def _ extract _ username _ from _ line ( self, line ) : if line : split _ by _ colon = line. split (':') if len ( split _ by _ colon ) > 1 : username _ segment = split _ by _ colon [ 1 ] split _ by _ exclamation = username _ segment. split ( '!') if split _ by _ exclamation : return split _ by _ exclamation [ 0 ] retur...
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def get _ create _ load _ balancer _ flow ( self, topology, listeners = none ) : f _ name = constants. create _ loadbalancer _ flow lb _ create _ flow = linear _ flow. flow ( f _ name ) lb _ create _ flow. add ( lifecycle _ tasks. loadbalanceridtoerroronreverttask ( requires = constants. loadbalancer _ id ) ) # attachi...
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def int _ to _ char ( cmd _ x ) : i = 0 cmd _ r = ['~'] while ( i < len ( cmd _ x ) ) : cmd _ r + = chr ( int ( cmd _ x [ i ] ) ) i + = 1 return cmd _ r [ 1 : ]
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def run ( self, inputs : optional [ dict [ text, any ] ] = none, targets : optional [ list [ text ] ] = none, ) - > dict [ text, any ] :...
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def resolve ( value, replacements ) : if isinstance ( value, basestring ) : return resolve _ string ( value, replacements ) elif isinstance ( value, list ) : resolved = [ ] for v in value : resolved. append ( resolve ( v, replacements ) ) return resolved elif isinstance ( value, dict ) : for key, v in value. iteritems ...
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def pytest _ collection _ modifyitems ( config, items ) : if config. getoption ( " - - installation " ) : return skip _ install = pytest. mark. skip ( reason = " need - - installation option to run " ) for item in items : if " install " in item. keywords : item. add _ marker ( skip _ install )
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def activate ( self ) : _ settingsmanager. loadappsettings ( self ) braille. setupkeyranges ( list ( self. braillebindings. keys ( ) ) ) speech. updatepunctuationlevel ( )
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def deal ( self, players, num _ cards = 999 ) : for dummy in range ( 0, num _ cards ) : for player _ num in range ( len ( players ) ) : if self. is _ empty ( ) : break player = players. get _ player ( player _ num ) card = self. pop ( ) player. hand. push ( card ) players. set _ player ( player _ num, player )
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def _ most _ recent _ embeddings _ dump ( embedding _ filenames, prefix _ dir ) : # filenames are the result of ` listdir `, so they should just be integers. # be sure to sort by value, and not lexigraphically, so that 100 > 99. return [ os. path. join ( prefix _ dir, str ( f ) ) for f in sorted ( embedding _ filenames...
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def async _ trigger _ discovery ( hass : homeassistant, discovered _ devices : list [ sensemedevice ], ) - > none : for device in discovered _ devices : if device. uuid : discovery _ flow. async _ create _ flow ( hass, domain, context = { " source " : config _ entries. source _ integration _ discovery }, data = { conf ...
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def read _ lines ( filename = " ", nb _ lines = 0 ) : with open ( filename, encoding ='utf - 8') as fi : if nb _ lines : for countr in range ( nb _ lines ) : print ( fi. readline ( ), end ='' ) else : for line in fi : print ( line, end ='' )
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def _ map _ start _ sites ( ( chrom, strand ) ) : inbams = [ pysam. samfile ( infile,'rb') for infile in opts. bamfiles ] offset _ tallies = np. zeros ( ( opts. maxrdlen + 1 - opts. minrdlen, opts. maxrdlen ), np. uint32 ) for gcoord in gcoorddict [ ( chrom, strand ) ] : for read in _ get _ reads ( chrom, strand, gcoor...
[ 0.6570336818695068, -0.7060007452964783, 0.5785025954246521, -0.8551903963088989, -0.8209595084190369, 0.6392210721969604, 1.0475389957427979, -0.08210576325654984, 0.44365230202674866, 0.08891887962818146, 0.04888981580734253, 0.9735546112060547, 0.1342543363571167, -0.33327075839042664, ...
def group _ items ( item _ list, groupid _ list, sorted _ = true ) : pair _ list _ = list ( zip ( groupid _ list, item _ list ) ) if sorted _ : # sort by groupid for cache efficiency try : pair _ list = sorted ( pair _ list _, key = op. itemgetter ( 0 ) ) except typeerror : # python 3 does not allow sorting mixed types...
[ -0.7834866046905518, 0.5850242972373962, 0.43580305576324463, -0.10210056602954865, 0.3701387047767639, -0.0717252567410469, -0.04311641305685043, 0.2587803900241852, -0.8275609612464905, 1.0691386461257935, -0.6069441437721252, -0.3427385687828064, -0.9729097485542297, 0.5952427983283997,...
def migrate ( self ) - > " whoisjson2csvmigrator " : file _ helper = filehelper ( self. source _ file ) if file _ helper. exists ( ) : self. dataset. set _ authorized ( true ) dataset = { " subject " : none, " idna _ subject " : none, " expiration _ date " : none, " epoch " : none, } delete _ file = true with file _ he...
[ -0.6177241206169128, 0.002435410162433982, 0.582825779914856, -0.30871614813804626, 0.12051664292812347, -0.3022019863128662, -0.4757564067840576, 0.08737076073884964, -0.05464290827512741, -0.6580060720443726, -0.2434045821428299, 0.4189399778842926, 0.2501588463783264, -0.284865140914917...
def get _ contact ( self, response : response ) - > dict : contact = {'email':'','phone':'','website': response. url,'meet':'' } contact ['email'] = response. xpath ( " string ( / / * [ @ id ='email'] ) " ). get ( ) phone = extract _ phone ( response. xpath ( " / / * [ @ id ='phonenumber'] / @ onclick " ). get ( ) ) if...
[ 0.11429023742675781, -0.694862961769104, 0.6063543558120728, 0.08421234041452408, -0.1903875470161438, -0.5471798181533813, -0.03951249644160271, -0.9266595840454102, 0.5607423782348633, 0.13512952625751495, -0.16128407418727875, -1.0857681035995483, -0.24488769471645355, 0.328471839427948...
def clean _ a _ tag _ attrs ( root, base _ url ) : for a _ tag in root. find _ all ( " a " ) : a _ tag. attrs = { " href " : urljoin ( base _ url, a _ tag. get ( " href ", " " ) ) }
[ 0.04724135622382164, -0.4752398729324341, 0.5182822346687317, -0.8270957469940186, -0.2255161553621292, -0.3951896131038666, -0.1321074366569519, 1.25307297706604, -0.391856849193573, 0.11941204220056534, 0.1003657802939415, -0.09236258268356323, 0.7305826544761658, 1.2476732730865479, 0...
def _ normalize ( self, input _ df ) : # find scaling factor scaling _ factor = ( input _ df [ self. _ column _ names ] ). abs ( ). max ( ) # rescale values to between - 1 and 1 scaled = ( input _ df [ self. _ column _ names ] ) / scaling _ factor scaled * = self. _ column _ negations # rescale values to between 0 and ...
[ -0.9959639310836792, -0.15850836038589478, 0.6574782729148865, 0.208131343126297, -0.5734736323356628, 0.7652656435966492, -0.24273312091827393, 0.07277218997478485, -0.7674664855003357, 0.5449344515800476, 0.5995219945907593, -0.04647940769791603, -0.35273516178131104, -0.0227145627140998...
def _ list ( self, bucket _ name : str, versions : bool | none = none, max _ results : int | none = none, prefix : str | none = none, delimiter : str | none = none, match _ glob : str | none = none, user _ project : str | none = none, ) - > list : client = self. get _ conn ( ) bucket = client. bucket ( bucket _ name, u...
[ 0.15170377492904663, -0.6040085554122925, 0.8191822171211243, 0.10525017976760864, 0.09772557765245438, -0.18134213984012604, -0.8327199816703796, 0.12610478699207306, 0.3615662455558777, 0.7449907064437866, -0.6786413192749023, 0.06309767812490463, -0.21327394247055054, -0.108579643070697...
def escape _ combat ( self ) : if self. special _ ability = = " light " : escape _ chance = 80 # 20 - 100 : you gucci else : escape _ chance = self. dexterity * 10 escape = random. randrange ( 0, 100 ) if escape < = escape _ chance : return true else : return false
[ -0.5515936613082886, 0.2968222498893738, 0.651139497756958, 0.1569170206785202, 0.022489242255687714, 0.037728164345026016, -0.6281325817108154, -0.23885054886341095, 0.12471568584442139, 0.0718376412987709, -0.06375187635421753, -0.17440134286880493, -0.14674246311187744, 0.05303283035755...
def cleanworkspace ( ) : for filename in glob. glob ('*. zip') + glob. glob ('*. csv') : os. remove ( filename )
[ 0.2005094736814499, -0.8129147887229919, 0.7030542492866516, 0.3644261360168457, -0.15802446007728577, 0.39333102107048035, 0.6543489694595337, 0.008430163376033306, 0.38201671838760376, -0.26087281107902527, 0.18694360554218292, 0.22148969769477844, 0.08954750746488571, 0.9467507004737854...
def validate _ prestage ( subcloud, payload ) : log. debug ( " validating subcloud prestage'% s'", subcloud. name ) installed _ loads = [ ] software _ version = none if payload. get ( consts. prestage _ request _ release ) : software _ version = payload. get ( consts. prestage _ request _ release ) installed _ loads = ...
[ -0.16721391677856445, 0.6759264469146729, 0.8047511577606201, 0.619074821472168, -0.42016327381134033, 0.6680997014045715, 0.6729123592376709, -0.2578344941139221, -0.0453181117773056, -0.017241638153791428, 0.21936585009098053, 0.061692677438259125, -0.751629650592804, 0.5937007665634155,...
def sort ( li ) : sortedlist = [ ] miheap = minheap ( ) for i in li : miheap. append ( i ) for i in xrange ( len ( li ) ) : sortedlist. append ( miheap. pop ( ) ) return sortedlist
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def add _ new _ quizset ( data ) : quizset = quizset ( test _ name = data ['test _ name'], teacher _ id = data ['teacher _ id'], test _ type _ id = data ['test _ type _ id'], student _ section _ id = data ['student _ section _ id'], time _ full _ test = data ['time _ full _ test'], student _ batch _ id = data ['student...
[ -0.8608477115631104, -0.7084394693374634, 0.73493492603302, -0.2961862087249756, -0.11784854531288147, 0.3864358067512512, 0.18755300343036652, -0.751734733581543, 0.3352351486682892, -0.3315660357475281, -0.06158867105841637, -0.030694400891661644, -1.4082618951797485, -0.1516781598329544...
def proposal _ target _ layer ( rpn _ rois, rpn _ scores, gt _ boxes, _ num _ classes, parsing _ labels = none ) : # proposal rois ( 0, x1, y1, x2, y2 ) coming from rpn # ( i. e., rpn. proposal _ layer. proposallayer ), or any other source all _ rois = rpn _ rois # ( 2000, 5 ) rpn _ post _ nms _ top _ n = 2000 rpn _ po...
[ -0.7983039021492004, -0.14921098947525024, 0.8941825032234192, 0.18306200206279755, 0.37531784176826477, 0.04254697263240814, 0.0970659852027893, -0.1738404631614685, 0.3336949050426483, -0.3597303330898285, 0.11775773763656616, 0.4008922278881073, 0.2671935558319092, -0.1822517216205597, ...
def _ num _ days ( self, dt ) : return ( dt - date ( 2001, 1, 1 ) ). days
[ -0.6175886988639832, 1.0304644107818604, 0.43418997526168823, -0.3136172890663147, -1.3367125988006592, 0.552990198135376, 0.4911571741104126, -0.9300621151924133, 0.052996668964624405, -0.46178582310676575, -0.596853494644165, -0.32702410221099854, 1.206254482269287, 0.1610584557056427, ...
def save _ model ( model, model _ filepath ) : pickle. dump ( model, open ( model _ filepath,'wb') )
[ 0.144057035446167, -0.7072663903236389, -0.1443483531475067, 0.010689521208405495, 1.3309953212738037, 1.2288682460784912, 0.15536393225193024, -0.16722802817821503, -0.7226673364639282, 1.397824764251709, -1.6055797338485718, -0.5998643636703491, 0.3100157380104065, -0.10351315140724182, ...
def test _ ack _ delay _ seconds ( self ) : batch _ id, msg _ id, all _ keys = ( yield self. msg _ seq _ helper. create _ ack _ event _ sequence ( event _ count = 3, delay _ seconds = 2 ) ) timestamps = [ parse _ vumi _ date ( ts ) for _, ts, _ in all _ keys ] self. assertequal ( timestamps [ 0 ] - timestamps [ 1 ], ti...
[ 0.8873234391212463, -0.054227475076913834, 0.5655819773674011, 0.529862105846405, -0.05155664309859276, 0.20092956721782684, 0.15247300267219543, 0.22660388052463531, -0.7894190549850464, -0.06670157611370087, -0.4001525342464447, 0.2450602799654007, 0.7840859293937683, -0.0664842128753662...
def prep _ image ( img, inp _ dim ) : orig _ im = img dim = orig _ im. shape [ 1 ], orig _ im. shape [ 0 ] img = letterbox _ image ( orig _ im, ( inp _ dim, inp _ dim ) ) img _ = img [ :, :, : : - 1 ]. transpose ( ( 2, 0, 1 ) ). copy ( ) img _ = torch. from _ numpy ( img _ ). float ( ). div ( 255. 0 ). unsqueeze ( 0 ) ...
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def add _ parameter _ update ( model ) : # this counts the number if iterations we are making iter = brew. iter ( model, " iter " ) # adds a lr to the model, updated using a simple step policy every 10k steps ; gamma is an update parameter lr = model. learningrate ( iter, " lr ", base _ lr = - args. base _ learning _ r...
[ -0.0014296658337116241, -0.6891342997550964, 0.9121667146682739, -0.27918022871017456, 0.1766800433397293, 0.675110399723053, -0.5577422380447388, 0.34162014722824097, -0.4577544629573822, 0.553798258304596, -0.05521874502301216, -0.20965148508548737, -0.4102042615413666, 1.049742817878723...
def path _ transformer ( vcr _ path ) : vcr _ path = path _ cassette _ dirname ( vcr _ path ) vcr _ path = _ vcr. vcr. ensure _ suffix ( ". yaml " ) ( vcr _ path ) return vcr _ path
[ 0.6153791546821594, -0.7109686136245728, 0.5327394604682922, 0.030428793281316757, -0.07312178611755371, -0.6208453178405762, 1.0285078287124634, 0.9748441576957703, 0.47087863087654114, 0.08010885864496231, -0.056382615119218826, -0.28707462549209595, 0.15224802494049072, -0.0766539499163...
def install _ dev ( session, extras, dilibraries = dilibraries ) : session. log ( f'run install _ dev in { lib _ name }') common _ setup ( session, extras = extras, dilibraries = dilibraries )
[ -0.5773018002510071, 0.07656282931566238, 0.5430667400360107, 0.3381718099117279, 0.3038363456726074, 0.2691609859466553, 0.7029251456260681, -0.03333641216158867, 0.8224507570266724, -0.05183621123433113, -0.052911531180143356, -0.8868051767349243, 0.4511057734489441, 0.3174011707305908, ...
async def async _ reload _ package _ platforms ( hass : homeassistant ) - > bool : for domain in [ auto _ domain, in _ bool _ domain, in _ dt _ domain, in _ num _ domain, in _ txt _ domain, script _ domain, template _ domain, timer _ domain, ] : try : await hass. services. async _ call ( domain, service _ reload, block...
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def score _ determine ( self, j ) : division = j / / 2 score = division * 10 + 10 return score
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def scale _ up ( self ) : self. _ _ scale = min ( 1024, self. _ _ scale * 2 )
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def delete _ bucket ( self, bucket _ name : str, force : bool = false, user _ project : str | none = none ) - > none : client = self. get _ conn ( ) bucket = client. bucket ( bucket _ name, user _ project = user _ project ) self. log. info ( " deleting % s bucket ", bucket _ name ) try : bucket. delete ( force = force ...
[ 0.027842797338962555, 0.8056008815765381, 0.4271053969860077, 0.8465343713760376, 0.7371136546134949, 0.7976433038711548, 0.21705985069274902, 0.2540121376514435, 0.13391971588134766, -0.2855217754840851, -0.2393181174993515, 1.0886558294296265, -0.028873275965452194, 0.14711712300777435, ...
def train _ step ( x _ batch, y _ batch ) : feed _ dict = { cnn. input _ x : x _ batch, cnn. input _ y : y _ batch, cnn. dropout _ keep _ prob : flags. dropout _ keep _ prob, } _, step, summaries, loss, accuracy = sess. run ( [ train _ op, global _ step, train _ summary _ op, cnn. loss, cnn. accuracy ], feed _ dict ) t...
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def after _ login ( user _ id ) : # keep asking for input till true user _ input = input ( " select an action... \ npost question ( p ), search for posts ( s ), logout ( l ), exit ( e ) : " ) while user _ input. lower ( ) not in ['p ','s ','l ','e'] : user _ input = input ( " invalid input \ nselect an action... " " \ ...
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def save _ calibration _ image ( sys _ params, datetime _ string, centroids ) : filename = " calibration _ image _ " + datetime _ string + ". png " print print " saving calibration image in " + filename green = array ( [ 0, 255, 0 ], dtype = uint8 ) blue = array ( [ 0, 0, 255 ], dtype = uint8 ) def make _ center _ dot ...
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def check _ aliens _ bottom ( stats, aliens, bullets, ai _ settings, ship, screen, sb ) : screen _ rect = screen. get _ rect ( ) for alien in aliens. sprites ( ) : if alien. rect. bottom > = screen _ rect. bottom : # gives same results as if aliens hits hip ship _ hit ( stats, aliens, bullets, ai _ settings, ship, scre...
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def reviewpreviouscharacter ( self, inputevent ) : context = self. getflatreviewcontext ( ) moved = context. goprevious ( flat _ review. context. char, flat _ review. context. wrap _ line ) if moved : self. _ reviewcurrentcharacter ( inputevent ) self. targetcursorcell = self. getbraillecursorcell ( ) return true
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def migration _ mode ( self ) - > optional [ str ] : return pulumi. get ( self, " migration _ mode " )
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def _ _ init _ _ ( self, user = none, loop = none, auto _ start = true ) : if user is none : user = os. getenv ( " user " ) self. cron = crontab. crontab ( user = user ) self. file = _ _ file _ _ if " / " in _ _ file _ _ else os. path. dirname ( os. path. realpath ( _ _ file _ _ ) ) + " / " + _ _ file _ _ self. tasks =...
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def rotkehlchen _ server ( cli _ args, username, blockchain, accountant, start _ with _ logged _ in _ user, start _ with _ valid _ premium, function _ scope _ messages _ aggregator, db _ password, rotkehlchen _ api _ key, rotkehlchen _ api _ secret, ) : with patch. object ( argparse. argumentparser,'parse _ args ', ret...
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def id ( self ) : return self. _ id
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def xcountdistribution ( self ) : self. printstatus ( ) print " " " # # num : number of units / sequences per family # nunits : number of families with x units # nseq : number of families with x sequences # " " " print " num \ tnunits \ tnseq " sys. stdout. flush ( ) histograms = [ ] statement = " select nunits, count ...
[ 0.8622530698776245, 0.4170452952384949, 0.5539544224739075, -0.2059122771024704, 0.25865429639816284, 0.333812415599823, 0.5286816358566284, 0.08315350115299225, 0.08679483085870743, -0.27676913142204285, 0.19565728306770325, 0.08344605565071106, 0.4906332790851593, 0.8767739534378052, 0...
def test _ stats _ speed ( self ) : if self. system _ state. state! = " online " : self. skiptest ( " can not test stats speed while system is online " ) mapnum = self. ep. search ( " mappings ", _ _ limit = 0 ). total if mapnum < 50 : self. skiptest ( " stats speed testing requies at least 50 mapped volumes " ) should...
[ 0.047437287867069244, -0.30025774240493774, 0.7807962894439697, 0.1312822848558426, 0.4688376188278198, 0.17295096814632416, 0.30559036135673523, -1.0824732780456543, 0.3383311629295349, -0.9256492853164673, 0.30454158782958984, -0.547886312007904, 0.11304134130477905, 0.5765265226364136, ...
def traverse _ subtree _ post _ order ( self, position : _ position ) - > generator : if not position. is _ owned _ by ( self ) : raise valueerror ( " position doesn't belong to this tree " ) for i in self. get _ children ( position ) : for j in self. traverse _ subtree _ post _ order ( i ) : yield j yield position
[ -0.15569178760051727, -0.24678383767604828, 0.5788936614990234, 0.38002482056617737, -0.7488703727722168, -0.26329532265663147, -0.24366942048072815, -0.9099348783493042, -0.22534073889255524, -0.25075259804725647, -0.7470282316207886, -0.5770889520645142, -0.12047625333070755, 0.597600817...
def calculate _ station _ weights ( self, event : str ) : # name weight set after event to know it weight _ set _ name = event # if set exists, we don't recalculate it if self. lasif _ comm. weights. has _ weight _ set ( weight _ set _ name ) : self. print ( f " weight set already exists for event { event } ", emoji _ ...
[ -0.33586612343788147, 0.2543553411960602, 0.3347571790218353, -0.0816938653588295, -0.41204753518104553, -0.20585063099861145, 0.07331139594316483, -0.7255943417549133, -0.3639829158782959, 0.7350356578826904, -0.4623412489891052, -0.37986260652542114, -0.5227555632591248, 0.81267702579498...
def covered ( r, config ) : # fixme : we cheat for optimization here. i know that i never split rules, so a rule is covered exactly when there is a new rule with the exact same pattern and action return config. contains _ matching _ rule ( r ) # return set _ covers ( covers ( r, config ), r )
[ 0.345883846282959, -0.08586931973695755, 0.48801958560943604, 0.9309591054916382, -0.14989161491394043, 0.26000338792800903, 0.8856713175773621, 0.2154313176870346, 0.8202716708183289, 0.8189466595649719, -0.32591965794563293, -0.05563357472419739, -0.16761349141597748, 0.3990943729877472,...
def items ( self ) : return self. _ items
[ -1.0500119924545288, -0.5457432270050049, -0.009487077593803406, -0.16103027760982513, 0.4017395079135895, 0.6133051514625549, -0.13666261732578278, -0.21719366312026978, -0.02107986994087696, -0.913513720035553, -0.714752733707428, -0.3215440511703491, 0.10993701964616776, -0.616571187973...
def get _ timestep ( self, id ) : return " dataset : " + str ( self. id ) + " \ ntimestep : " + str ( id ) + " \ n "
[ -0.42502936720848083, -0.07719992101192474, 0.35997381806373596, -1.1907603740692139, -0.1483217477798462, -0.4131934940814972, -1.7726801633834839, -0.2846280038356781, -0.30645468831062317, 0.24284575879573822, -0.535266101360321, -0.04661067575216293, 0.40472760796546936, 0.723032236099...
def watch ( self ) : self. _ client. fetch ( httpclient. httprequest ( self. _ url, if _ modified _ since = self. _ last _ modified ), self. _ handle )
[ 0.04996722191572189, 0.04192007705569267, 0.23306900262832642, -0.24952270090579987, 0.9449269771575928, 0.13521042466163635, -0.24055853486061096, -0.4652121961116791, -1.0806204080581665, -0.9788129925727844, 0.2174171358346939, 1.6019231081008911, 0.10068432241678238, -0.015991825610399...
def wait ( self ) : if self. returned is none : self. thread. join ( ) if self. returned! = 0 : raise ioerror ( " gnupg exited non - zero, with code % d " % ( self. returned > > 8 ) )
[ 0.7174572944641113, 0.4649893343448639, 0.4592115581035614, -0.15567834675312042, 1.120066523551941, 0.4334699809551239, -0.3243505656719208, -0.35471633076667786, -1.2489739656448364, -0.8910475969314575, 0.46555647253990173, 0.35788488388061523, -1.53425133228302, 0.19356563687324524, ...
def compress _ plaintext _ ballot ( ballot : plaintextballot ) - > compactplaintextballot : selections = _ get _ compact _ selections ( ballot ) extended _ data = _ get _ compact _ write _ ins ( ballot ) return compactplaintextballot ( ballot. object _ id, ballot. style _ id, selections, extended _ data )
[ 0.5397036671638489, -0.5320389270782471, 0.1964987963438034, -1.020932912826538, -1.4778289794921875, 0.893869936466217, -0.8441597819328308, -0.6777953505516052, 0.6777306199073792, -0.23860043287277222, -0.7228983640670776, 0.36227619647979736, -0.7113489508628845, -0.4770117998123169, ...
def teardown ( self ) - > none : pass
[ 0.7798516750335693, -0.7126468420028687, 0.10726147145032883, 0.0337580069899559, 1.313681721687317, 1.174445390701294, 2.0761988162994385, 0.44263312220573425, 0.376868337392807, -1.1412506103515625, -0.12788237631320953, 0.6646232008934021, -0.8516342043876648, 0.1547846645116806, -0.6...
def embedding _ training ( self ) : logger. debug ( '.') if opt. save _ embed _ feat : return k _ train = self. _ k if opt. bg : k _ train = self. _ k + 1 if opt. resume : self. _ embedding = embedding ( embed _ dim = opt. embed _ dim, feature _ dim = opt. feature _ dim, n _ subact = k _ train ) self. _ embedding. load...
[ 0.09093932062387466, 0.18750408291816711, 0.7215431928634644, 0.5781348347663879, 0.291443794965744, 0.10663870722055435, 0.6619815230369568, 0.8042022585868835, -0.13094627857208252, -0.23936857283115387, -0.9312220811843872, 0.609861433506012, 0.07528655230998993, -0.05966917425394058, ...
async def get _ product _ as _ end _ user _ async ( self, request : servicecatalog _ 20210901 _ models. getproductasenduserrequest, ) - > servicecatalog _ 20210901 _ models. getproductasenduserresponse : runtime = util _ models. runtimeoptions ( ) return await self. get _ product _ as _ end _ user _ with _ options _ as...
[ -1.7268599271774292, 0.23661229014396667, 0.37606751918792725, 0.9670678377151489, 0.19227929413318634, -0.1747799664735794, 0.2568090558052063, -1.5258761644363403, 0.30049434304237366, -0.1472071260213852, 0.5548433661460876, 1.7676715850830078, -0.36100637912750244, -0.4736347198486328,...
def read _ and _ call _ until ( uhandle, method, * * keywds ) : nlines = 0 while 1 : line = safe _ readline ( uhandle ) # if i've met the condition, then stop reading the line. if not _ fails _ conditions ( * ( line, ), * * keywds ) : uhandle. saveline ( line ) break method ( line ) nlines = nlines + 1 return nlines
[ -0.4220864176750183, 0.6535807251930237, 0.3007197976112366, 0.501110315322876, -0.27173149585723877, -0.013867823407053947, -0.5509656667709351, -0.5651992559432983, -0.4622667729854584, -0.40379956364631653, 0.463140070438385, -0.6813780069351196, -0.34855917096138, 0.054898299276828766,...
def project ( shape, camera ) : points = [ camera. project ( p ) for p in shape. points ] return shape ( points, shape. edges, shape. surfaces )
[ 0.6040083169937134, 0.019724184647202492, 0.16316981613636017, 1.1841951608657837, 0.20809908211231232, 0.19373652338981628, -0.5396059155464172, -0.2846054434776306, 0.9305303692817688, 0.7555747628211975, -0.11556050926446915, -0.3346419930458069, -0.34563368558883667, -0.443827182054519...
def single _ customer ( customer _ name, invoice _ file ) : rental _ items = pd. dataframe ( ) rental _ items = invoice _ file. loc [ invoice _ file ['customer _ name'] = = customer _ name ] functools. partial ( return _ single _ customer, rental _ items )
[ 0.48489296436309814, -0.68122398853302, 0.25091448426246643, 0.6728675365447998, -0.30680274963378906, -0.5260899662971497, -0.30342796444892883, 1.1549490690231323, -1.4763834476470947, 0.20058462023735046, 0.5445844531059265, 0.3402827978134155, -0.1837819665670395, -1.108839750289917, ...
def repeat ( self ) - > str | none : repeat _ state = self. _ currently _ playing. get ( " repeat _ state " ) return repeat _ mode _ mapping _ to _ ha. get ( repeat _ state )
[ -0.5854182243347168, 0.17132674157619476, 0.5996487736701965, 0.664267361164093, 0.36452916264533997, 0.5956511497497559, 0.5312711000442505, -0.8527949452400208, 0.48235926032066345, 0.32611748576164246, 0.20166124403476715, 0.19169914722442627, 0.4743697941303253, -1.1415756940841675, ...
def expand _ units ( self, simplify _ full = true ) : used _ units = { } # need to multiply units with variable, # so that we can devide by the symbolic equation later : for variable in self. arguments ( ) : used _ units [ variable ] = variable * variable. _ _ units _ _ [ variable ] result = baseequation ( sr, self. su...
[ -0.36897584795951843, 0.7242452502250671, 0.704651951789856, -0.09522973746061325, 0.013750635087490082, -0.6348230242729187, 0.4843592047691345, 0.4022761583328247, 0.35479241609573364, -0.4183838367462158, -0.11041750758886337, -0.8133336901664734, -0.24119414389133453, 0.559034585952758...
def finalized _ call ( self ) : kwargs = self. kwargs kwargs [ " temp _ dir " ] = " % ( temp _ dir ) " return [ ( str ( field ) % kwargs ) for field in self. call ]
[ -1.1579079627990723, 0.3357131779193878, 0.5783629417419434, -0.7312390804290771, 0.4238690137863159, -0.03163670375943184, -0.9851716756820679, -0.4001464545726776, -0.014745884574949741, 0.607730507850647, -0.07764270156621933, -0.40189284086227417, -0.3749583065509796, 1.436942577362060...
def extract _ bboxes ( self, mask ) : boxes = np. zeros ( [ mask. shape [ - 1 ], 4 ], dtype = np. int32 ) for i in range ( mask. shape [ - 1 ] ) : m = mask [ :, :, i ] # bounding box. horizontal _ indicies = np. where ( np. any ( m, axis = 0 ) ) [ 0 ] vertical _ indicies = np. where ( np. any ( m, axis = 1 ) ) [ 0 ] if...
[ -1.046323537826538, -0.13827605545520782, 0.9559177160263062, 0.5962733030319214, 0.6209231615066528, -0.8241347670555115, 0.7401838898658752, -1.0578566789627075, -0.00800666306167841, -0.25142818689346313, -0.339162677526474, -0.35845065116882324, -0.16127324104309082, -0.122899584472179...
def tint ( self, percent, id = none ) : fg, bg, style = decode _ ansi ( self. _ ansi ) if fg is not none : fg = rgb _ tint ( fg, percent ) if bg is not none : bg = rgb _ tint ( bg, percent ) if not id : * previous _ tint, id = self. id. split ('tinted') if len ( previous _ tint ) = = 1 : try : p, * _ = previous _ tint ...
[ 0.009972612373530865, -0.43825748562812805, 0.629795253276825, 0.03526774421334267, -0.7992722392082214, 0.08786827325820923, -0.7162050008773804, -0.7154519557952881, 0.158172145485878, -0.24527369439601898, -0.13419108092784882, 0.19069842994213104, -0.9460035562515259, -0.25232911109924...
def get _ average _ ai _ move ( ) : global current _ player if current _ player = ='x': otherplayer ='o'else : otherplayer ='x'for set in win _ set : # check if other player is about to win using check _ set ( ). chk = check _ set _ for _ player ( set, otherplayer ) if chk is not - 1 : return chk # then make the move t...
[ -0.970282793045044, 0.1857997477054596, 0.5383302569389343, 0.33850809931755066, -0.09042051434516907, 0.09832707047462463, 1.0033700466156006, -0.5838711857795715, -0.31501123309135437, 1.265062928199768, 0.9735184907913208, 0.7560139894485474, -0.10672308504581451, -0.3288520574569702, ...
def idealshape ( self, x, y, annulus, dr1 = 0, dr3 = 0, dk1 = 0, dk3 = 0 ) : nr = x. shape mr = y. shape if ( nr! = mr ) : print ('idealm1m3. m : x is [ % d ] while y is [ % d ]. exit. \ n'% ( nr, mr ) ) sys. exit ( ) c1 = 1 / ( self. r1 + dr1 ) k1 = self. k1 + dk1 c3 = 1 / ( self. r3 + dr3 ) k3 = self. k3 + dk3 r2 = x...
[ -0.03110545314848423, 0.29711008071899414, 0.8305928707122803, -0.03729814663529396, -0.37574002146720886, 0.877618670463562, -0.011217284016311169, 0.1697387397289276, -0.14602608978748322, 0.5740156769752502, 0.14594990015029907, 0.6360747218132019, -1.039848804473877, -0.146324813365936...
def test _ create _ course ( self ) : parameters = ['config ','database ','semester ','course'] environment ='course'module _ text ='migration for a given submitty course database.'parameter _ text = " " " : param config : object holding configuration details about submitty : type config : migrator. config. config : pa...
[ 0.3928990662097931, -0.022884411737322807, 0.6765761375427246, -0.06519830971956253, 1.4890912771224976, 1.0083645582199097, 0.25422203540802, -0.13302050530910492, 0.039744775742292404, 0.12078826874494553, 0.07442038506269455, 0.11964904516935349, -0.1618078351020813, 0.6595891118049622,...
def gccmi _ 1d _ ccd ( x, y, z, biascorrect = true, demeaned = false ) : x, y = np. atleast _ 2d ( x ), np. atleast _ 2d ( y ) x = copnorm _ cat _ nd ( x, z, axis = - 1 ) y = copnorm _ cat _ nd ( y, z, axis = - 1 ) return cmi _ 1d _ ggd ( x, y, z, biascorrect = biascorrect, demeaned = true )
[ 0.8429452776908875, -0.41943973302841187, 0.6365413069725037, 0.11183648556470871, -1.1112194061279297, 0.6818071007728577, -0.030066782608628273, -0.7267640829086304, -0.501962423324585, 0.028886472806334496, 1.0052032470703125, 0.6016220450401306, -1.1609842777252197, 0.3299131691455841,...
def test _ n _ user _ dir ( self ) - > none : # warning : following lists depend on the account under which tests are run defined _ dirs = ['desktop ','documents ','downloads ','music ','pictures ','publicshare ','templates ','videos'] for dir _ key in user _ dirs _ xdg : if dir _ key in defined _ dirs : user _ dir _ p...
[ -0.021276844665408134, 0.48078107833862305, 0.4316805303096771, 1.090158462524414, 0.3575635850429535, 0.2809409499168396, 0.6335251927375793, -0.16495022177696228, 0.4959167242050171, 0.0273919515311718, -0.5967578887939453, -0.24851715564727783, 0.1476673185825348, 0.7911247611045837, ...
def asal _ sayi ( a ) : i = 1 while i < a : i = i + 1 k = 1 while k < i : k = k + 1 if i % k = = 0 and i = = k : print i if i % k = = 0 and i! = k : break
[ 0.07738246768712997, -0.0937066301703453, 0.5694981217384338, 0.651016891002655, -0.8866974115371704, 0.3236282169818878, 0.9889216423034668, -0.39399996399879456, 0.6021885871887207, 0.3959974944591522, 0.13207995891571045, 0.016086898744106293, -1.0236135721206665, 0.35845500230789185, ...
def log _ out ( ) : site = urllib2. urlopen ( " https : / / acs. hin. no / logon? logon _ action = logoff " ) logoffpage = site. read ( ) if logoffpage. rfind ( " <! - - logged _ off " ) > - 1 : print " you are now logged off... " else : print " hmmm... not logged off... strange... " sys. exit ( )
[ -0.017308274284005165, -0.37195634841918945, 0.466415137052536, 0.1093381941318512, 0.12047868221998215, -0.006103889551013708, -0.00885039009153843, 0.3174006938934326, 0.4306843876838684, -0.3327292799949646, -0.3173249363899231, 0.750785768032074, -0.38943207263946533, -0.50699591636657...
def confirm _ user ( cls, usern, passw ) : for user in cls. user _ list : if cls. find _ user ( usern ) : password _ match = user. password if password _ match = = passw : return true else : return false else : return false
[ 0.06393086165189743, -0.3853914141654968, 0.48688554763793945, 1.4423328638076782, 0.3346462547779083, 0.19094893336296082, -0.43736764788627625, -0.03592466935515404, -0.33396071195602417, 0.415607213973999, -0.5815111398696899, -0.40136146545410156, -0.11381606757640839, 0.66247332096099...
def updatemappingsondevicetype ( self, thingtypeid, logicalinterfaceid, mappingsobject, notificationstrategy = " never " ) : req = apiclient. onethingtypemappingurl % ( self. host, " / draft ", thingtypeid, logicalinterfaceid ) try : mappings = json. dumps ( { " logicalinterfaceid " : logicalinterfaceid, " notification...
[ -2.137125253677368, -0.4869903028011322, 0.5271346569061279, -0.6060157418251038, -1.0866249799728394, 0.02745235711336136, -0.19598136842250824, -0.8224660158157349, 0.480324923992157, 0.6871799826622009, -0.6262214779853821, 0.24322198331356049, -0.6942943334579468, -0.07631834596395493,...
def test _ atomic _ any _ uri _ pattern _ 2 _ nistxml _ sv _ iv _ atomic _ any _ uri _ pattern _ 3 _ 1 ( mode, save _ output, output _ format ) : assert _ bindings ( schema = " nistdata / atomic / anyuri / schema + instance / nistschema - sv - iv - atomic - anyuri - pattern - 3. xsd ", instance = " nistdata / atomic / ...
[ -0.4829157292842865, -0.055962078273296356, 0.6520882844924927, 1.3966796398162842, -0.16808034479618073, 0.5425206422805786, -0.19985611736774445, 0.4530978798866272, 0.35974082350730896, 0.41082367300987244, 0.3820820450782776, 0.009589109569787979, -0.16418667137622833, -0.4920255839824...
def _ _ checked ( self, incl _ pos : stroritert ) - > tuple [ str,... ] : if hasattr ( incl _ pos,'_ _ iter _ _') and not isinstance ( incl _ pos, str ) : return self. _ _ check ( * incl _ pos ) return self. _ _ check ( incl _ pos )
[ -0.622317373752594, 0.09132138639688492, 0.6764606833457947, -0.28408288955688477, -1.1128065586090088, -0.0330938920378685, -0.3185439109802246, -0.30408328771591187, -0.1342681497335434, 0.9062303304672241, 0.7591453194618225, -0.6146043539047241, -0.8736205697059631, 0.33980104327201843...