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def runalgorithm ( articlereader, algrunner, outfile, headers = none ) : # write headers to output file logging. info ( " running plugin % s " % algrunner. description ) if not headers : headers = algrunner. getheaders ( ) if not headers : logging. error ( " you need to define a variable'headers'( a list ) in your pyth...
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def runperl ( self, view, region ) : p = subprocess. popen ( " perl ", shell = true, bufsize = - 1, stdout = subprocess. pipe, stderr = subprocess. pipe, stdin = subprocess. pipe ) output, error = p. communicate ( view. substr ( region ) ) results = view. window ( ). newfile ( ) results. setscratch ( true ) results. se...
[ 0.6510903239250183, -0.5031324028968811, 0.7850506901741028, -0.8957772254943848, -0.978055477142334, 0.31421801447868347, 0.8900325894355774, -0.20806017518043518, -0.3179336190223694, -0.43893977999687195, 0.6854020357131958, 0.03090723790228367, -0.7565539479255676, 0.143770232796669, ...
def is _ connected ( self ) : return self. _ connected
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def precision ( y _ true, y _ pred ) : true _ positives = k. sum ( k. round ( k. clip ( y _ true * y _ pred, 0, 1 ) ) ) predicted _ positives = k. sum ( k. round ( k. clip ( y _ pred, 0, 1 ) ) ) precision = true _ positives / ( predicted _ positives + k. epsilon ( ) ) return precision
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def normalise _ path ( path ) : if not path. startswith ('/') : return none # ignore pages within smart answers. we can identify smart answers by # looking for a url component which is exactly'y '. if'/ y /'in path : return none # ignore query parameters path = path. split ( '? ', 1 ) [ 0 ] # ignore trailing / path = p...
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def test _ new _ user _ must _ create _ profile ( self ) : response = self. client. get ( self. url ) self. assertcontains ( response,'href = " { 0 } " '. format ( reverse ( " tasks : create _ profile " ) ), status _ code = 200, )
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def findsmallestsquare ( num ) : return ( int ( math. floor ( math. sqrt ( num / 2 ) ) ) )
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def _ equals ( self, other ) : return ( type ( self ) = = type ( other ) ) and ( self. type = = other. type )
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def _ _ init _ _ ( self, words = none ) : words = self. sanitize _ words ( words ) self. word _ id = { w : i for i, w in enumerate ( words ) } self. id _ word = { i : w for w, i in iteritems ( self. word _ id ) }
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def get _ submenu ( self, menu, name ) : if name not in self. _ menus : self. _ menus [ name ] = self. get _ menu ( menu ). addmenu ( name ) return self. _ menus [ name ]
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def get _ parent _ partition _ keys _ for _ child ( self, partition _ key : optional [ str ], parent _ asset _ key : assetkey, child _ asset _ key : assetkey, dynamic _ partitions _ store : dynamicpartitionsstore, current _ time : datetime, ) - > upstreampartitionsresult : partition _ key = check. opt _ str _ param ( p...
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def set _ pump _ state ( self, pump, on ) : msg = self. device. send ( " set - pump - state ", pump, on ) return not msg. iserror ( )
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def _ discover _ devices ( self, online _ only = false ) : for dev in self. _ http _ client. list _ devices ( ) : online = dev ['onlinestatus'] if online _ only and online! = 1 : # the device is not online, so we skip it. continue # if the device we have discovered is not in the list we already handle, we need to add i...
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def get _ cams _ list ( ) - > list [ int ] : idx = 0 arr = [ ] while true : cap = cv2. videocapture ( idx, cv2. cap _ dshow ) if not cap. read ( ) [ 0 ] : break else : arr. append ( idx ) cap. release ( ) idx + = 1 cv2. destroyallwindows ( ) return arr
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def _ add _ root ( self, e ) : if self. _ root is not none : raise valueerror ('root already exists') self. _ size = 1 self. _ root = self. _ node ( e ) return self. _ make _ position ( self. _ root )
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def call ( self, inputs, * * kwargs ) : logger = tf. get _ logger ( ) inputs, categories, mask _ positions = inputs [ 0 ], inputs [ 1 ], inputs [ 2 ] if self. params [ " mode " ] = = " debug " : logger. debug ( inputs ) batch _ size = tf. shape ( inputs ) [ 0 ] seq _ length = tf. shape ( inputs ) [ 1 ] # reduce the dim...
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def _ define ( self ) : definition = [ ] q = quantumregister ( 1, " q " ) rule = [ ( u3gate ( pi, 0, pi ), [ q [ 0 ] ], [ ] ) ] for inst in rule : definition. append ( inst ) self. definition = definition
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def convert _ to _ data _ frame ( decades ) : decades _ top _ words = get _ top _ results ( decades ) decades _ df = dataframe ( dict ( [ ( k, series ( v ) ) for k, v in decades _ top _ words. items ( ) ] ) ). fillna ('' ) decades _ df = decades _ df. reindex ( sorted ( decades _ df. columns ), axis = 1 ) decades _ df....
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def on _ volume _ balance _ vec ( data _ df, window = 14 ) : obv _ delta = data _ df ['volume'] * np. sign ( data _ df ['close']. diff ( ) ) return obv _ delta. rolling ( window = window, center = false ). sum ( )
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def download _ levels ( self, *, prev : str = " ", was _ daily : optional [ bool ] = none, level _ types : optional [ list [ leveltype ] ] = none, ) - > levelmetamapping : query _ parameters = { " count " : " 1024 ", } if was _ daily is not none : query _ parameters [ " was _ daily " ] = " y " if was _ daily else " n "...
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def show _ exception ( exception, * * kwargs ) : message = kwargs. get ( " message " ) trace = kwargs. get ( " traceback " ) message _ title = message if message \ else translate ( " asterstudy ", " unexpected error " ) message _ type = translate ( " asterstudy ", " type : " ) message _ value = translate ( " asterstudy...
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def validate _ application _ error _ event _ count ( num _ errors ) : @ function _ wrapper def _ validate _ application _ error _ event _ count ( wrapped, instace, args, kwargs ) : try : result = wrapped ( * args, * * kwargs ) except : raise else : stats = core _ application _ stats _ engine ( none ) assert len ( list ...
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def message ( blockers ) : if not blockers : encoding = getattr ( sys. stdout,'encoding ','' ) if encoding : encoding = encoding. lower ( ) if encoding = ='utf - 8': # party hat flair = " \ u0001f389 " else : flair ='' return [ flair +'you have 0 projects blocking you from using python 3!'] flattened _ blockers = set (...
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def error _ desc ( error _ code, return _ bool = false ) : if error _ code is none or not isinstance ( error _ code, int ) : return " error code : invalid type : % d " % error _ code exit _ code _ description _ = http _ status _ desc _ dict. get ( error _ code, none ) if exit _ code _ description _ is not none : return...
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def momilp _ model ( self ) : return self. _ momilp _ model
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def num ( s ) : try : val = int ( s ) if int ( s ) = = float ( s ) else float ( s ) except valueerror : try : val = float ( s ) except valueerror : raise valueerror ( f " { s } cannot be converted into a integer or float. " ) return val
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def cleanuptext ( path ) : text _ cleaned ='' try : f = open ( path ) raw = f. read ( ). lower ( ) text = raw text _ cleaned = re. sub ( r'[ -.?!, " : ; ( ) / | 0 - 9 ] ','', text ) # splitword = text _ cleaned. split ( " " ) # # for word in splitword : # if word in stop _ word : # splitword. remove ( word ) # text _ c...
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def test _ multiply _ array ( ctx _ factory ) : context = ctx _ factory ( ) queue = cl. commandqueue ( context ) a = np. array ( [ 1, 2, 3, 4, 5, 6, 7, 8, 9, 10 ] ). astype ( np. float32 ) a _ gpu = cl _ array. to _ device ( queue, a ) b _ gpu = cl _ array. to _ device ( queue, a ) a _ squared = ( b _ gpu * a _ gpu ). ...
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def test _ required _ field _ validation _ invalid ( ) : sut = isnumbervalidation ( field ) with pytest. raises ( typeerror ) as execinfo : sut. validate ( { field : " 1 " } ) assert execinfo = = is _ number _ error ( field )
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def augmentedmatrix2 ( m, i ) : a = [ i [ : ] for i in m ] for i in range ( len ( m ) ) : for j in range ( len ( i ) ) : a [ i ]. append ( i [ i ] [ j ] ) return a
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def url ( self ) - > str : # remark : url address might be part of the metadata return self. _ get _ detail ( " url " )
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def test _ velocity ( ) : assert ( velocity ( m = 1. 989e + 30, r = 1. 0 * 1. 496e + 11 ) = = 29779. 301841746023 )
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def get _ candidate _ size _ delta ( self, candidate _ rule, rules _ to _ remove ) : delta = 0. 0 delta - = self. _ get _ rule _ size ( candidate _ rule ) for rule in rules _ to _ remove : delta + = self. _ get _ rule _ size ( rule ) return delta
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def _ check _ arg _ step _ function ( arg, name ) : assert isinstance ( arg, cpoexpr ) and ( arg. type = = type _ stepfunction ), " argument'" + name + "'should be a cpostepfunction " return arg
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def test _ invertible ( self ) : reward _ normalizer, strategy = self. _ setup (. 5 ) # apply update. targets = tf. range ( 20, dtype = tf. float32 ) self. _ update _ normalization _ statistics ( reward _ normalizer, strategy, targets ) # verify that update is correct. with strategy. scope ( ) : normalized = reward _ n...
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def link _ to _ cites ( case _ html, cites ) : from capdb. models import citation for cite in cites : vol _ num, reporter, page _ num = citation. parse _ cite ( cite ['cite'] ) if not reporter : continue cite _ link = " < a href ='% s'> % s < / a > " % ( reverse ('citation ', host ='cite ', args = [ slugify ( reporter ...
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def file _ type _ desc ( self ) - > str : return self. _ file _ type _ desc
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def copy ( self ) : from copy import deepcopy return deepcopy ( self )
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def circle _ frame ( self, rho, color ) : for png _ y in range ( self. image. shape [ 0 ] ) : plot _ y, _ = self. png _ to _ plot ( png _ y, 0 ) # now we need to find where the rho - circle intersects with y = # plot _ y. we have y = rho * sin ( theta ), so the intersection is # theta = arcsin ( y / rho ). theta = np. ...
[ -0.27441465854644775, 0.2163246124982834, 0.7581206560134888, -0.4510604739189148, 0.6010996699333191, -0.342643678188324, 0.6924244165420532, -0.298653781414032, -0.6118420958518982, 0.42778030037879944, -0.2986419200897217, 0.433003693819046, 0.3601912260055542, 0.9594186544418335, 0.9...
def preprocessedterm ( self, word ) : return self. ppr. stemwordporter ( self. ppr. tolowercase ( word. strip ( ) ) )
[ 0.7921434640884399, -0.3290732502937317, 0.44017744064331055, -0.9834349155426025, -0.4105220437049866, 0.6879197955131531, -0.18438057601451874, -0.4023807942867279, 0.6229070425033569, -0.22597955167293549, 0.3267958164215088, 0.3983835279941559, -1.0326149463653564, 0.27756422758102417,...
def make _ lens ( r1, r2, d, z _ offset, material = none, external _ material = none ) : # we handle defaults this way so that if none is passed we can fill in the default. if material is none : material = bk7 if external _ material is none : external _ material = air center1 = z _ offset + d / 2 - r1 center2 = z _ off...
[ 0.06333871185779572, -0.7735927104949951, 0.7782033681869507, -0.0297072920948267, -0.8010270595550537, 0.9455329179763794, -0.386974960565567, -0.2135062962770462, 0.981968879699707, -0.23996710777282715, 0.43032023310661316, 0.17117637395858765, 0.2694459855556488, -0.7989218235015869, ...
def test _ pillar _ glob _ include ( pillar _ include _ tree, salt _ call _ cli ) : ret = salt _ call _ cli. run ( " pillar. items " ) assert ret. returncode = = 0 assert ret. data assert " glob - a " in ret. data assert ret. data [ " glob - a " ] = = [ " entry a " ] assert " glob - b " in ret. data assert ret. data [ ...
[ 0.48362672328948975, 0.21509112417697906, 0.6530241370201111, 0.03797956183552742, 1.07854163646698, 1.4542368650436401, -0.2492852360010147, 0.35275375843048096, 0.10162251442670822, 0.11088336259126663, -0.12836205959320068, 0.37412208318710327, -1.1220250129699707, 0.1882237046957016, ...
def _ verify _ col _ alias ( ) : # todo make output shown only for errors errs ='' print ('verifying column alias dictionary... \ n') for ( st, sc ) in sorted ( col _ alias ) : try : dt, dc = current _ names ( st, sc ) except keyerror : errs = errs + ('- unable to complete lookup for table : column'' " % s : % s " \ n'...
[ -0.13622909784317017, -0.28067997097969055, 0.7205972671508789, -0.4170876145362854, -0.18700136244297028, 0.7915608286857605, 0.30038994550704956, -0.9741438031196594, -1.1820062398910522, 0.5525123476982117, -0.6334832310676575, -0.028127852827310562, 0.8068770170211792, 0.51665222644805...
def test _ hourly ( syear, eyear, station ) : r = eyear - syear for i in range ( r + 1 ) : year = syear + i ht = hourly _ totals ( station, year ) ht. to _ csv ('my _ hourly _ totals / { } / { } _ { } _ ht. csv '. format ( station, station, year ), index = false ) return
[ -0.5276118516921997, -0.4257746934890747, 0.5300527215003967, 0.20439143478870392, -0.17322617769241333, 0.6824700832366943, 0.05521509051322937, -0.09155534207820892, 0.1334996521472931, 0.1864873766899109, -0.5582420825958252, -0.3491555154323578, 0.30182164907455444, -0.0947745218873024...
def hex _ to _ int ( hex _ color ) : hex _ color = hex _ color. replace ( " # ", " " ) red = int ( hex _ color [ : 2 ], 16 ) green = int ( hex _ color [ 2 : 4 ], 16 ) blue = int ( hex _ color [ 4 : 6 ], 16 ) return [ red, green, blue ]
[ 0.19010743498802185, -0.6664323210716248, 0.6585944294929504, -1.299904704093933, 1.316229224205017, 0.10298939049243927, -0.5274613499641418, 0.8936670422554016, -0.4141945540904999, 0.1279997080564499, -1.6645843982696533, -0.18757425248622894, 0.21342779695987701, 0.25363847613334656, ...
def admin _ user ( db, django _ user _ model, django _ username _ field ) : usermodel = django _ user _ model username _ field = django _ username _ field username = " admin @ example. com " if username _ field = = " email " else " admin " try : user = usermodel. _ default _ manager. get ( * * { username _ field : user...
[ 0.30773475766181946, 1.0863577127456665, 0.12826287746429443, 0.10779416561126709, 0.03462516516447067, 0.7144376635551453, -0.3607904016971588, -0.3688499629497528, -0.16513825953006744, -0.1505441665649414, -1.0368443727493286, 0.413128137588501, -0.3172047734260559, 0.11668218672275543,...
def as _ array ( self ) : self. _ current _ field _ is _ array = true return self
[ -0.8544275760650635, -0.6661986112594604, 0.4712260365486145, -0.3450583219528198, 0.9019975066184998, 0.2623685598373413, 0.7125303149223328, 0.10730214416980743, -0.2898125648498535, 0.13479727506637573, -0.6326406598091125, 1.6626904010772705, -0.5807862877845764, 0.17873209714889526, ...
def test _ get _ data ( self, mock _ generic _ frame ) : expected = " test data " mock _ instance = mock _ generic _ frame. return _ value mock _ instance. get _ results. return _ value = expected actual = abstractgenericmodel ( ). data self. assertequal ( expected, actual )
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def init ( ) : global flags _ load _ language _ data if flags _ load _ language _ data : return with open ( language _ data _ path +'/ text _ suffix. txt') as read _ file : for line in read _ file. readlines ( ) : text _ suffix. append ( line. strip ( ) ) with open ( language _ data _ path +'/ support _ language. txt')...
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def update _ activity ( activity _ id ) : with db _ session ( ) as db : activity = db. query ( models. activity ) \. filter _ by ( id = activity _ id ) \. one ( ) # activity can only be edited by its owner if activity. user _ id! = get _ user _ id ( user _ email = flask. session ['email'] ) : return flask. redirect ( f...
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def api _ reverse ( viewname, args = none, kwargs = none, request = none, format = none, * * extra ) : if format is not none : kwargs = kwargs or { } kwargs ['format'] = format scheme ='http'if settings. debug else'https'out = django _ hosts _ reverse ( viewname, args = args, kwargs = kwargs, host ='api ', scheme = sch...
[ -0.8825714588165283, 0.10629401355981827, 0.7309700846672058, -0.4375111758708954, 0.0030213401187211275, -0.7202169299125671, -0.383075088262558, 0.3468390107154846, -0.6605772972106934, -0.3180589973926544, -0.10739188641309738, 0.8101853132247925, -0.22679544985294342, -0.39886742830276...
def funfitc ( fs, f, xo, xn, met ='boole ', h = 10 * * - 4, full = false ) : ans = [ ] coefs = [ ] x = sympy. symbols ('x') n = len ( fs ) for i in xrange ( n ) : if met = ='sym': ans. append ( sympy. integrate ( f ( x ) * fs [ i ] ( x ), ( x, xo, xn ) ) ) else : ans. append ( numint ( sympy. lambdify ( x, f ( x ) * fs...
[ 0.9032118320465088, 0.9075071811676025, 0.6928449273109436, -0.52286696434021, -0.07453297078609467, -0.8293894529342651, -0.030589157715439796, -0.15524892508983612, -0.7609761357307434, 0.17489418387413025, -0.91940838098526, -0.5439659953117371, 0.13234427571296692, -0.13139019906520844...
def _ _ copytabother ( self, sourceid, sourceindex, targetindex ) : tw = self. vm. gettabwidgetbyid ( int ( sourceid ) ) if tw is not none : editor = tw. widget ( sourceindex ). geteditor ( ) neweditor, assembly = self. vm. cloneeditor ( editor, editor. getfiletype ( ), editor. getfilename ( ) ) self. vm. insertview ( ...
[ 0.08935897797346115, -0.6751779913902283, 0.5479790568351746, -0.9444354176521301, -0.5011672973632812, 0.6900882720947266, 0.1586611121892929, -0.44901806116104126, -0.010875124484300613, 0.12278616428375244, -0.09870258718729019, 0.4067329168319702, 0.41087108850479126, -0.25875198841094...
def _ check _ request _ reason ( self, request = none, server = none ) : server = server or self. server request = request or self. connection. get ( server ) reason = request. reason return reason
[ -0.6755320429801941, -0.15888164937496185, 0.5260958075523376, 0.3157540261745453, -0.05888047814369202, -0.22403039038181305, -0.9772318601608276, -0.376889705657959, 0.18711993098258972, -0.5577775239944458, 1.0176584720611572, 1.1732711791992188, -1.487433910369873, 0.8148135542869568, ...
def test _ add _ seen _ feed ( self, history, entry ) : added = history. add _ seen _ feed ( entry,'http : / / example. com') assert added is true added = history. add _ seen _ feed ( entry,'http : / / example. com') assert added is false assert len ( history ) = = 1
[ 0.11647015810012817, 0.19588503241539001, 0.5872622132301331, -0.36186107993125916, 0.9893587231636047, 0.07793593406677246, -0.06321294605731964, -0.25367650389671326, 0.593646228313446, -0.625154972076416, -0.7717282176017761, 1.0437058210372925, -0.057861484587192535, 0.2223296463489532...
def recall _ score _ ( y, y _ hat, pos _ label = 1 ) : tp = 0 fn = 0 for i in range ( len ( y ) ) : if y [ i ] = = pos _ label and y _ hat [ i ] = = y [ i ] : tp + = 1 elif y [ i ] = = pos _ label and y _ hat [ i ]! = pos _ label : fn + = 1 return ( tp / ( tp + fn ) )
[ 0.7364116907119751, -0.9500479698181152, 0.6628566384315491, -0.045045267790555954, 0.3465162217617035, -0.25979578495025635, -0.259872168302536, 0.1032278761267662, 0.4506044089794159, 0.6113617420196533, -0.3972398638725281, -0.02194320037961006, 0.21971286833286285, -0.3385346531867981,...
def libtech _ queue _ manager ( logger, joblist, num _ threads = 100 ) : job _ queue = queue ( maxsize = 0 ) result _ queue = queue ( maxsize = 0 ) # this is result queue i = 0 for job in joblist : job _ queue. put ( job ) for i in range ( num _ threads ) : name = f " libtechworker { i } " worker = thread ( name = name...
[ -0.5295111536979675, 0.07147414237260818, 0.6383235454559326, -0.23543958365917206, 0.6246406435966492, -0.6845057010650635, -0.40780913829803467, -0.7295240163803101, -0.6268694400787354, -0.9668473601341248, -0.24960671365261078, -0.5989101529121399, -0.008495204150676727, 0.209919646382...
def get _ cluster _ id ( name ) : context = none if hasattr ( ssl,'_ create _ unverified _ context') : context = ssl. _ create _ unverified _ context ( ) si = connect. connect ( host = server, user = username, pwd = password, sslcontext = context ) content = si. content container = content. rootfolder viewtype = [ vim....
[ 0.169374480843544, -0.0884370282292366, 0.6415964365005493, 0.39705127477645874, -0.7123925685882568, -0.45043620467185974, 0.4279559850692749, -0.7542462348937988, 0.9414970874786377, 0.4073215425014496, -0.2751346528530121, 0.5787807106971741, -1.2890647649765015, 0.2753341794013977, -...
def splice ( args = none ) : command, args = cline. script _ args ( args ) # get inputs with cline ( " hipercam _ env ", ". hipercam ", command, args ) as cl : # register parameters cl. register ( " input1 ", cline. global, cline. prompt ) cl. register ( " input2 ", cline. global, cline. prompt ) cl. register ( " ccd "...
[ 0.28997528553009033, -0.36496707797050476, 1.1732338666915894, 0.6805793046951294, -0.008402637206017971, 0.20138894021511078, 1.1331559419631958, 0.16018730401992798, -0.4810101091861725, 0.25785934925079346, -0.02300136536359787, 1.1533546447753906, -0.9319108724594116, 0.904973447322845...
def initalize _ all _ tables ( db = none ) : if not db : db = get _ db ( ) shotglass. initalize _ user _ tables ( db ) # # # setup any other tables you need here....
[ -0.01490489300340414, 0.46281179785728455, 0.5438962578773499, 2.520111322402954, -0.16589316725730896, 0.04054935276508331, 0.7923340201377869, 0.06674005836248398, 0.9722195863723755, -0.5366705656051636, -1.4581224918365479, 0.1691298484802246, -0.3090072274208069, 1.6581954956054688, ...
def event _ listeners ( self, event : str ) - > list : # get all listeners for this particular event listeners = [ x for x in self. listeners. get ( event ) or [ ] ] # add in wildcard events for wildcard in self. wildcards : regex = wildcard if re. search ( regex, event ) : listeners. extend ( self. listeners [ wildcar...
[ -0.070835642516613, -0.7771780490875244, 0.6838051676750183, 0.0727233737707138, 0.1646433025598526, 0.22425858676433563, -1.0087356567382812, 0.7112007737159729, 0.9981528520584106, -0.15760213136672974, -0.03877345100045204, 0.5693274140357971, -0.0678877979516983, 0.1999574452638626, ...
def test _ set ( subtests, etcd _ client, prefix ) : with subtests. test ( " we should be able to set a single value for a non - existent key " ) : assert etcd _ client. set ( " { } / set / key _ 1 ". format ( prefix ), " value _ 1 " ) = = " value _ 1 " assert etcd _ client. get ( " { } / set / key _ 1 ". format ( pref...
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def flatten _ matrix ( m ) : arr = m. flat dim = m. shape [ 0 ] index = [ i * dim + i for i in range ( 0, dim ) ] np. delete ( arr, index ) return arr
[ -0.4251697063446045, -0.16385087370872498, 0.45102134346961975, 0.12362352758646011, -0.752157986164093, 0.49566367268562317, 1.0260237455368042, 0.07480621337890625, 0.388421893119812, 0.13802629709243774, 0.5667233467102051, 0.6969573497772217, -0.8466322422027588, -0.1849057525396347, ...
def merge _ dict ( d1, d2, immutable = false ) : d1 = { } if d1 is none else d1 d2 = { } if d2 is none else d2 d1 = deepcopy ( d1 ) if immutable else d1 for k in d2 : # if d1 and d2 have dict for k, then recurse # else assign the new value to d1 [ k ] if ( k in d1 and isinstance ( d1 [ k ], mapping ) and isinstance ( d...
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def setup ( self ) : self. flag _ verbose = 1 self. a = [ 1 ] self. b = [ 1, 2 ] self. c = [ 1, 2, 3 ] self. d = numpy. array ( [ 1, 2 ] ) self. e = numpy. array ( [ 1, 2, 3, 4 ] )
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def get _ distance _ indicator ( self, frame ) : try : frame _ area = frame. shape [ 0 ] * frame. shape [ 1 ] for ( _, _, w _ roi, h _ roi ), ratio in zip ( self. rois, self. distance _ ratio ) : roi _ area = w _ roi * h _ roi ratio. append ( roi _ area / ( frame _ area + 1e - 7 ) * ( 100 ) ) except runtimewarning as e...
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def envskwargs ( task, env _ kwargs ) : t = task tmp = env _ kwargs. copy ( ) tmp ['simple _ continual _ target'] = false tmp ['circular _ continual _ move'] = false tmp ['square _ continual _ move'] = false tmp ['eight _ continual _ move'] = false if ( t = ='sc') : tmp ['simple _ continual _ target'] = true elif ( t =...
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def train _ model _ bfgs ( model, likelihood, x, y, learning _ rate, training _ iter = 10 ) : lbfgs = fullbatchlbfgs ( model. parameters ( ), lr = learning _ rate ) mll = gpytorch. mlls. exactmarginalloglikelihood ( likelihood, model ) def closure ( ) : model. zero _ grad ( ) output = model ( x ) loss = - mll ( output,...
[ 0.057929616421461105, -0.3338802754878998, 0.6995905041694641, -0.08731615543365479, -0.3008987605571747, 0.03188063204288483, -0.9470351338386536, 0.4217468202114105, -1.124186396598816, 0.14780324697494507, -0.19853198528289795, 0.20688195526599884, 0.08489783853292465, 0.902002632617950...
def django _ username _ field ( django _ user _ model ) : return django _ user _ model. username _ field
[ -0.20198950171470642, 0.4613843262195587, 0.1464919149875641, -0.3003939390182495, -0.5997017025947571, 0.9199489951133728, 0.29538920521736145, 0.09840226173400879, -0.5032387375831604, 0.45353081822395325, -1.1494855880737305, -0.6436576843261719, 0.49028053879737854, -0.3792506456375122...
def cross _ check ( dot1, dot2, rad ) : dist = ( ( dot1 [ 0 ] - dot2 [ 0 ] ) * * 2 + ( dot1 [ 1 ] - dot2 [ 1 ] ) * * 2 ) * * ( 1 / 2 ) return dist < rad
[ 0.25406548380851746, -1.1348451375961304, 0.6053352952003479, -0.39830636978149414, -0.5866803526878357, 1.1392455101013184, 0.05582382157444954, -0.46803975105285645, 0.29276761412620544, 0.42901062965393066, -0.2892906069755554, 0.8841884136199951, -0.5344281196594238, -0.153114899992942...
def set _ enqueue _ time ( self, enqueued _ at ) : session = meta. get _ session ( self ) self. enqueued _ at = enqueued _ at session. commit ( )
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def get _ loader ( root, cocofile, vocab, transform = none, batch _ size = 64, shuffle = false ) : # coco caption dataset coco = cocodata ( root = root, cocofile = cocofile, vocab = vocab, transform = transform ) # look above for definition data _ loader = torch. utils. data. dataloader ( dataset = coco, batch _ size =...
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def timesafesamplewithdistance ( self, num, timeout ) : signal. signal ( signal. sigalrm, signal _ handler ) ; signal. alarm ( timeout ) ; try : self. samplewithmoreinfo ( num ) ; except exception, msg : print msg ; print " get { 0 } samples with distances \ n ". format ( len ( self. mdistsamples ) ) ;
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def _ _ init _ _ ( self, data _ type, relation _ type = none, relation _ npartitions = none, * args, * * kwargs ) : # todo : validate data type format. self. data _ type = data _ type self. relation _ type = relation _ type self. relation _ npartitions = relation _ npartitions super ( ). _ _ init _ _ ( * args, * * kwar...
[ 0.6261041164398193, 0.366421639919281, 0.5370742082595825, -0.5020477771759033, 0.5112515687942505, -0.026174558326601982, -0.0023075651843100786, 0.009210958145558834, 0.268519788980484, -0.8906546235084534, 0.10952895134687424, 0.3752974271774292, -0.08691264688968658, 0.3344684243202209...
def _ _ getitem _ _ ( self, i ) : assert self. _ is _ valid _ index ( i ), " invalid index value " curr = self. _ front if i < 0 : i = self. _ count + i k = 0 while k < i : # new _ node = _ list _ node ( deepcopy ( value ), none ) curr = curr. _ next k + = 1 value = deepcopy ( curr. _ value ) # your code here return va...
[ -0.7407721281051636, 0.5458433628082275, 0.4311426281929016, 0.4872433841228485, -0.5768479704856873, 0.03201410174369812, 0.8248205780982971, -0.2181505709886551, 0.3885982632637024, -0.6889663934707642, -0.21746748685836792, 0.6098505258560181, -0.1640957146883011, -0.7093076109886169, ...
def _ _ setitem _ _ ( self, element, timestamp ) : assert isinstance ( timestamp, datetime ) assert isinstance ( element, basestring ) # total number of seconds relative to epoch time total _ number _ of _ seconds = ( timestamp - datetime ( 1970, 1, 1 ) ). total _ seconds ( ) self. redis _ instance. zadd ( self. set _ ...
[ -0.42828139662742615, 1.0842921733856201, 0.47704729437828064, -0.195408895611763, 0.06206053867936134, -0.14968658983707428, -0.5552276968955994, -0.5435937643051147, 0.5237201452255249, 1.0938029289245605, -0.9006774425506592, -0.07955557852983475, 0.3719039857387543, -0.4103672802448272...
def write _ json ( all _ json, search, latitude, longitude ) : with open ( " json / { }. { }. { }. json ". format ( search, latitude, longitude ), " w " ) as f : for json in all _ json : f. write ( json + " \ n " )
[ -0.9895128607749939, -2.0167922973632812, 0.4130815863609314, -0.024870924651622772, 0.46923360228538513, 0.5086321234703064, -0.3997300863265991, 0.44170457124710083, -0.5016365051269531, 0.5125139355659485, -0.7655006647109985, -0.019457653164863586, 0.33913731575012207, 0.53348606824874...
def recurse ( self, data ) : return self. _ visit _ url ( data [ self. _ input ], data )
[ -1.332701325416565, 0.8612087368965149, 0.26502636075019836, -0.07193244993686676, -0.6347382664680481, 0.03288016468286514, 0.5680927634239197, -0.919225811958313, -0.20820622146129608, -0.9852771759033203, 0.188490629196167, 0.8677043914794922, -0.29843753576278687, 0.8370802998542786, ...
def locale ( self, locale ) : if self. _ configuration. client _ side _ validation and locale is none : raise valueerror ( " invalid value for ` locale `, must not be ` none ` " ) # noqa : e501 self. _ locale = locale
[ 0.682715654373169, 0.3226061761379242, 0.07151037454605103, 0.6883856654167175, 0.41183191537857056, 0.9343400001525879, 1.1597356796264648, 0.7358267307281494, -0.3186497986316681, -0.5699307322502136, -0.43210434913635254, -0.1939864158630371, -0.5167434215545654, 0.38483208417892456, ...
def start ( self ) : for thread in self. threads : try : self. _ _ log. info ( " starting thread : { } ". format ( thread. getname ( ) ) ) thread. start ( ) except exception, e : mte = multithreadexception ( thread. getname ( ), e ) self. _ _ log. error ( " exception in thread start { }. error : { } ". format ( thread....
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def check _ ip _ connection ( ) : # change - n to - c for use on linux p1 = popen ( [ " ping ", " - n ", " 4 ", " google. de " ], stdout = pipe ) output = p1. communicate ( ) [ 0 ] if output. _ _ contains _ _ ( " nicht finden " ) or output. _ _ contains _ _ ( " not found " ) : print ( " not reachable " ) lcd. write _ l...
[ -0.8154449462890625, 0.22459493577480316, 0.7305537462234497, 0.41447368264198303, -0.22942852973937988, 0.8647895455360413, 0.14008529484272003, -0.24874989688396454, -1.3542723655700684, 1.1895179748535156, 0.5281421542167664, -0.00035463462700136006, -0.8591635823249817, 0.2764832377433...
def collimate ( aray, area, dref ) : sidelength = math. sqrt ( area ) * 10 / dref # side at 10 cm centrepoint = aray. source + aray. vector / aray. length * 10 # point at 10 cm up on the midline of the ray xvector = np. array ( [ np. sin ( aray. xangle ), 0, - np. cos ( aray. xangle ) ] ) yvector = np. array ( [ 0, np....
[ 0.6757634282112122, 0.023850562050938606, 0.9436975121498108, -1.1268821954727173, 0.4107022285461426, -0.3797612488269806, -0.3140055537223816, -0.32337790727615356, 0.5400063395500183, 0.8637520670890808, 0.34342825412750244, 0.23546874523162842, 0.26784488558769226, 0.15608273446559906,...
def _ openfile ( self ) : self. har _ path = qfiledialog. getopenfilename ( self. app,'open har file') [ 0 ] if not self. har _ path : raise harimportexception
[ 0.7829681038856506, -0.15342551469802856, 0.4440487027168274, 0.41345536708831787, 0.10333731025457382, 1.1333293914794922, 0.9829984307289124, 0.8939293026924133, -0.9550305604934692, -0.8958966732025146, 0.6164523363113403, -0.5915636420249939, 0.5691461563110352, -0.011485685594379902, ...
def storage _ location ( self ) - > pulumi. output ['outputs. networkpacketcapturestoragelocation'] : return pulumi. get ( self, " storage _ location " )
[ -0.2928970158100128, -0.439468115568161, 0.3186552822589874, 0.5340917110443115, 0.3986051678657532, 0.6116575598716736, 0.8726180791854858, -0.3986812233924866, 0.9673789143562317, -0.5579935908317566, -0.8106767535209656, -0.3987519145011902, 0.4757167100906372, -0.33321842551231384, -...
def split _ data ( frame, num _ folds, tc = tkcontext. implicit ) : from pyspark. sql. functions import rand df = frame. dataframe h = 1. 0 / num _ folds rand _ col = " rand _ 1 " df _ indexed = df. select ( " * ", rand ( 0 ). alias ( rand _ col ) ) for i in xrange ( num _ folds ) : test _ lower _ bound = i * h test _ ...
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def split _ email ( s, h ) : if not s : return'postmaster ', h else : parts = s. split ('@ ', 1 ) if len ( parts ) = = 2 : return tuple ( parts ) else : return'postmaster ', s
[ -0.8916336894035339, 0.5466723442077637, 0.4356454610824585, -0.5028901100158691, -0.47230708599090576, -0.43871140480041504, -1.2751967906951904, 0.9004123210906982, -0.1350676268339157, 0.6381628513336182, -0.22532613575458527, 0.5276415944099426, -0.4786006808280945, -0.7296991348266602...
def product _ is _ in _ stock ( product ) : current _ date = open ('current _ date. txt'). read ( ) with open ('products. csv ', newline ='' ) as csv _ file : product _ reader = csv. dictreader ( csv _ file ) product _ id = product ['id'] # products are considered sold when they have a clearly defined # selling date. s...
[ -0.8775070309638977, -0.5242528915405273, 0.2583613097667694, 0.5463070869445801, -0.04770233854651451, 1.1141221523284912, 0.18478426337242126, -0.26896244287490845, -0.13994619250297546, 0.15835437178611755, -0.34868937730789185, 0.40703362226486206, -0.10721999406814575, 0.2529395520687...
def url ( self, request ) - > str : return url _ for ( request, " challenge ", id = str ( self. challenge _ id ) )
[ -0.3462361693382263, -0.20004862546920776, 0.12338504195213318, 0.2594994604587555, 0.825528621673584, 0.6094825267791748, -0.5165382623672485, 0.37729310989379883, -0.17530886828899384, -0.13848565518856049, 0.5158629417419434, -0.7563073039054871, 0.9356635808944702, 0.5899020433425903, ...
def server _ bind ( self ) : socketserver. tcpserver. server _ bind ( self ) host, port = self. server _ address [ : 2 ] self. server _ name = socket. getfqdn ( host ) self. server _ port = port
[ -0.6138076782226562, -1.0927115678787231, 0.5003736615180969, -0.4688844382762909, 0.1812661588191986, -0.058916348963975906, -0.14714570343494415, 0.5444897413253784, -0.37141838669776917, -0.31258323788642883, -1.2041465044021606, 1.3455119132995605, 0.22146418690681458, 0.73389524221420...
def getsplitorientation ( self ) : return self. _ _ splitter. orientation ( )
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def init _ widgets ( self ) : pass
[ -0.27797389030456543, -0.08897838741540909, 0.19462662935256958, 0.7502813935279846, 0.6412206292152405, 0.03182778134942055, 0.5149622559547424, 0.9436635971069336, -0.34565770626068115, -1.0931628942489624, -1.583783745765686, 0.3272784352302551, -0.5949780941009521, 1.1342990398406982, ...
def load ( name =... ) : # - > list [ str ] :...
[ -0.6835235953330994, 0.33208411931991577, 0.4768310785293579, 0.3026312589645386, -0.7098425030708313, -0.6409081220626831, -1.0790448188781738, 0.025212986394762993, -0.05461062118411064, 0.6805762648582458, -1.724183201789856, -0.11122307181358337, -0.15886908769607544, -0.05515863746404...
def _ _ add _ _ ( self, other : " translation2d " ) - > " translation2d " : if not isinstance ( other, translation2d ) : return notimplemented return translation2d ( self. x + other. x, self. y + other. y )
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def record _ audio ( ) : with sr. microphone ( ) as source : # using the default microphone configured by own computer rec. pause _ threshold = 0. 5 # rec. adjust _ for _ ambient _ noise ( source, duration = 0. 5 ) # adapting the sensibility of audio recognition about noises print ('say something...') voice _ data ='' ...
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def _ _ init _ _ ( self, x, y ) : # some color picker thing self. _ color = brick _ colors [ random. randint ( 0, len ( brick _ colors ) - 1 ) ] self. _ x = x self. _ y = y
[ -0.5777725577354431, -0.6036005616188049, 0.6329264640808105, 0.19422125816345215, 0.44212406873703003, -0.2163861095905304, -0.17258556187152863, 0.0807049423456192, -0.6064850687980652, 0.16763001680374146, -0.9662051200866699, 0.47919249534606934, 0.05280829966068268, 0.0543515309691429...
def test _ write _ version ( self ) : message = protocolversionmessage ( ) m _ bytes = write _ message ( message ) self. assertequal ( m _ bytes, _ proto _ version )
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def _ reset _ episode ( self ) : self. _ init _ hyper _ paras ( ) self. start _ date = increment _ ts _ by _ one _ day ( self. start _ date ) self. prev _ timestamp = self. start _ date self. remaining _ budget _ t = self. total _ budget # remaining budget self. remaining _ budget _ t _ minus _ 1 = self. total _ budget...
[ -0.3997027277946472, -0.4404325783252716, 0.6279205679893494, -0.2530975341796875, 0.7230658531188965, -0.04718479514122009, -0.22185009717941284, 0.12079167366027832, -0.0970241129398346, 0.8578709959983826, -0.2984311580657959, 0.6346709132194519, -0.16912569105625153, -0.439032346010208...
def project _ to _ plane ( pts, plane _ norm ) : plane _ norm = norm ( plane _ norm ) distance = pts. dot ( plane _ norm ) projected _ pts = pts - distance [ :, none ] * plane _ norm return projected _ pts, distance
[ 0.0919230654835701, -0.5461259484291077, 0.3139326274394989, -0.032081238925457, -0.22973500192165375, 0.4249313175678253, -0.03065378963947296, 0.7274094223976135, -0.1522521674633026, 1.1916515827178955, 0.7138623595237732, -0.5435351133346558, -0.5018424391746521, -0.3018534779548645, ...
def unknown _ method _ test ( self ) : # pylint : disable = no - self - use def _ fail ( ) : return filereactor ('', method ='gnusto') assert _ raises _ regexp ( valueerror, r " ^ acceptable methods are :. * $ ", _ fail )
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def _ _ getitem _ _ ( self, key ) : edge = self. to _ edge ( key ) c = self. children [ edge ] if isinstance ( c, _ nodepp ) : original = c. original else : original = none return _ node _ pp ( c, e = edge, p = self, o = original )
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