text stringlengths 25 2.19k | embedding listlengths 768 768 |
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def get _ k _ for _ topk ( k, size ) : ret _ k = - 1 if k < = 0 or size < = 0 : return ret _ k if k < size : ret _ k = k else : # ret _ k is - 1 pass return ret _ k | [
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def bank _ trade ( self, game _ state ) : | [
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def backward _ pass ( self, x, y, y _ hat ) : self. w _ - = self. lr _ / x. shape [ 0 ] * ( np. dot ( x. t, ( y _ hat - y ) ) + self. lambda _ * self. w _ ) | [
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def get _ index _ pages ( base _ url = base _ url ) : index _ url = " { 0 } index _ small / ". format ( base _ url ) get _ resp = requests. get ( index _ url ) soup = beautifulsoup ( get _ resp. text,'html. parser') page _ urls _ rel = [ link. get ('href') for link in soup. find _ all ('a') ] [ 5 : ] page _ urls = [ " ... | [
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def to _ dict ( d, default = none ) : if d is none : return { } if isinstance ( d, dict ) : return d res = { } for e in d : if isinstance ( e, list ) or isinstance ( e, tuple ) : res [ d [ 0 ] ] = d [ 1 ] else : res [ d [ 0 ] ] = default return res | [
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def get _ all _ volume _ groups ( root _ helper, vg _ name = none ) : cmd = lvm. lvm _ cmd _ prefix + ['vgs ','- - noheadings ','- - unit = g ','- o ','name, size, free, lv _ count, uuid ','- - separator ',': ','- - nosuffix'] if vg _ name is not none : cmd. append ( vg _ name ) ( out, _ err ) = putils. execute ( * cmd... | [
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def processdocuments ( self, containerlist, styletype = " rowwise _ by _ id ", filtertype = " none ", dataselectors = none, slicefilter = none, usenameflag = true, collectionname = none ) : schemadatadictlist = [ ] containeridlist = [ ] rejectidlist = [ ] for container in containerlist : schemadatadictbyid, _, rl = sel... | [
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def raw _ team _ attributes _ statistics ( ) : team _ attributes = pd. read _ sql ( " select * from team _ attributes ", getdata. conn ) print ('columns : ', len ( team _ attributes. columns ) ) print ('rows with nans : ', len ( team _ attributes ) - len ( team _ attributes. dropna ( ) ) ) print ( team _ attributes. de... | [
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def set _ attribute ( self, key, val, _ flow = _ down ) : key = self. _ attributes _ t _ keycheck ( key ) us _ key = self. _ attributes _ t _ underscore ( key ) return self. _ attributes _ i _ set ( us _ key, val, flow = _ flow ) | [
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def two _ sample _ conf _ int ( x, y, cl = 0. 95, alternative = " two - sided ", seed = none, reps = 10 * * 4, stat = " mean ", shift = none, plus1 = true ) : # print warning warnings. warn ('this function is under construction and outputs may be unreliable.') assert alternative in ( " two - sided ", " lower ", " upper... | [
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def _ get _ time ( header, keys, name ) : for key in keys : try : return header. pop ( key ). timestamp ( ) except keyerror : continue raise _ objectunsupportedoperation ( name ) | [
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def return _ home ( self ) : if self. current _ pos! = ( 0, 0 ) : self. pen _ up ( ) self. send _ command ( return _ home ) self. current _ pos = ( 0, 0 ) | [
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def hint _ pose _ qw ( self ) : return self. get _ input ( " hint _ pose _ qw " ) | [
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def win ( self, victory, die, rack, screen ) : tm = themaze ( ) sd = sound _ and _ message ( ) if victory : sd. victory ( screen ) for i in range ( 0, 24 ) : print ( " you win! " ) elif die : sd. death ( screen ) for i in range ( 0, 24 ) : print ( " you die! " ) print ( " you die with a slow, painful death. " ) | [
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def rotation _ to _ align ( a, b ) : # define an axis of rotation. normal = np. cross ( a, b ) n = normal / np. linalg. norm ( normal ) # compute the cosine and sine of the rotation angle. d = np. linalg. norm ( a ) * np. linalg. norm ( b ) c = a. dot ( b ) / d s = ( 1 - c * * 2 ) * * 0. 5 # the identity. i = np. eye (... | [
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def provision _ ec2 _ node ( *, modules, host, identity _ file, cluster _ info ) : with paramiko. client. sshclient ( ) as client : client. load _ system _ host _ keys ( ) client. set _ missing _ host _ key _ policy ( paramiko. client. autoaddpolicy ( ) ) while true : try : client. connect ( username = " ec2 - user ", ... | [
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async def join ( self, ctx, *, channel : discord. voicechannel ) : if ctx. voice _ client is not none : return await ctx. voice _ client. move _ to ( channel ) await channel. connect ( ) | [
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def get _ bboxes ( score _ cls, score _ reg, templates, prob _ thresh, rf, scale = 1 ) : num _ templates = templates. shape [ 0 ] fb, fy, fx, fc = np. where ( score _ cls > prob _ thresh ) scores = score _ cls [ fb, fy, fx, fc ] scores = scores. reshape ( ( scores. shape [ 0 ], 1 ) ) stride, offset = rf ['stride'], rf ... | [
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def advance ( self ) : self. pos + = 1 if self. pos > len ( self. text ) - 1 : self. current _ char = none # indicates end of input else : self. current _ char = self. text [ self. pos ] | [
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def format _ timestamp ( timestamp ) : return str ( read _ timestamp ( timestamp ) ) | [
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def nllloss ( y, mean, var ) : return ( torch. log ( var ) + torch. pow ( y - mean, 2 ) / var ). mean ( ) | [
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def _ find ( self ) : pin = input ( " enter a pin : " ) account = self. _ bank. get ( pin ) if account = = none : " pin is not in the bank " else : self. _ account = account print ( self. _ account ) | [
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def parse _ args ( ) - > argparse. namespace : parser = argparse. argumentparser ( ) parser. add _ argument ( " files ", nargs = " * ", type = path ) parser. add _ argument ( " - - metric ", choices = { " f1 ", " mae ", " macro _ mae " }, default = " f1 " ) parser. add _ argument ( " - - debug ", dest = " loglevel ", a... | [
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def update _ time _ dependent ( self, dt ) : if self. index = = 7 : return none self. current _ time + = dt if self. current _ time > = self. animation _ time : self. current _ time = 0 self. index = ( self. index + 1 ) % len ( self. images ) self. image = self. images [ self. index ] | [
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def wtf ( self, alias, timeout ='none ', unity ='none') : if ( timeout = ='none'and unity = ='none') : line _ to _ print = " wtf [ { 0 } ] ". format ( alias ) # + alias + " \ n " self. scn _ line _ list. append ( line _ to _ print ) else : line _ to _ print = " wtf [ { 0 } ] ( { 1 } { 2 } ) ". format ( alias, str ( tim... | [
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def get _ json _ hash ( filename = json _ filename ) : json _ hash = none error _ msg ='' if os. path. exists ( filename ) : with open ( filename ) as f : try : json _ hash = json. load ( f ) except valueerror : error _ msg =''. join ( [ filename,'is not a valid json file.'] ) except : error _ msg =''. join ( ['unknown... | [
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def restricted _ positioner _ phi ( radius, theta _ arm, phi _ arm, offset _ p, min _ p, max _ p ) : phi _ zero = np. radians ( offset _ p ) phi _ min = np. radians ( min _ p ) phi _ max = np. radians ( max _ p ) # use law of cosines to find max opening angle opening = np. degrees ( np. arccos ( ( radius * * 2 - theta ... | [
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def process _ service _ update _ data ( smodelctx, sdata, * * kwargs ) : # raise exception ('update forbidden for node route - map at path managed - cpe - services / customer / triple - cpe - site / triple - cpe - site - services / cpe - primary / route - maps / route - map') modify = true if modify and kwargs is not n... | [
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def event _ dispatcher ( nameko _ config, * * kwargs ) : kwargs = kwargs. copy ( ) retry = kwargs. pop ('retry ', true ) retry _ policy = kwargs. pop ('retry _ policy ', default _ retry _ policy ) def dispatch ( service _ name, event _ type, event _ data ) : conn = connection ( nameko _ config [ amqp _ uri _ config _ k... | [
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def set _ limits ( self, dim, min _ lim, max _ lim, phys = false ) : if phys : min _ lim = int ( np. ceil ( min _ lim / float ( self. voxel _ size [ dim ] ) ) ) max _ lim = int ( np. ceil ( max _ lim / float ( self. voxel _ size [ dim ] ) ) ) self. limits [ dim ] = np. array ( [ min _ lim, max _ lim ] ) self. shape [ 2... | [
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def isadultvalidator ( self, birthdate ) : today = self. deps. datetimefactory. gettoday ( ) year = today. year - self. deps. minagefactory. getminage ( ) min _ birthday = datetime. date ( year, today. month, today. day ) diff = birthdate. toordinal ( ) - min _ birthday. toordinal ( ) if diff > 0 : raise ageerror ( ) | [
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def jail _ code ( command, code = none, files = none, extra _ files = none, argv = none, stdin = none, slug = none ) : if not is _ configured ( command ) : raise exception ( " jail _ code needs to be configured for % r " % command ) # we make a temp directory to serve as the home of the sandboxed code. # it has a writa... | [
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def _ _ init _ _ ( self, model, ser, timeout = 5 ) : self. serial = ser self. timeout = timeout self. model = model res = self. _ verify _ connection ( ) if not res : raise lib. errors. projectorerror ( " could not verify ready - state of projector " # " verify returned { } ". format ( res ) ) | [
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def do _ history ( self, arg ) : if readline _ present : nall = readline. get _ current _ history _ length ( ) firstprint = 0 if arg. strip ( ) : firstprint = max ( nall - int ( arg ), 0 ) for index in range ( firstprint, nall ) : print ( index, readline. get _ history _ item ( index ) ) | [
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def test _ cant _ delete _ branch _ invalid _ request ( self ) : json _ response = api _ call ( self, " delete ",'/ branch / delete ', dict ( ), 200, true ) self. assertequal ( json _ response [ " status _ code " ], 400 ) self. assertequal ( json _ response [ " message " ],'missing id') res = self. client. post ('/ bra... | [
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def _ _ init _ _ ( self, db _ path = none ) : self. tempdir = none self. con = none if db _ path is not none and os. path. isfile ( db _ path ) : self. _ load _ session ( db _ path ) else : if db _ path : path = db _ path else : self. tempdir = tempfile. mkdtemp ( ) path = os. path. join ( self. tempdir,'tmp. sqlite') ... | [
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def test _ zenith _ on _ moon ( moonsky ) : zenith _ source = moonsky zenith _ source. check ( ) zenith _ source _ lmn = zenith _ source. pos _ lmn. squeeze ( ) assert np. allclose ( zenith _ source _ lmn, np. array ( [ 0, 0, 1 ] ) ) | [
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def get _ constants ( prefix ) : return { getattr ( socket, n ) : n for n in dir ( socket ) if n. startswith ( prefix ) } | [
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def _ end _ game ( self ) : print ( self. game ['end _ text'] ) # prompt the user to save if they want to so they can continue and explore more user _ input = input ( " would you like to save the game at this completed state? [ y / n ] : " ) if user _ input in ('y ','y') : self. save _ game ( ) else : print ( " alright... | [
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def _ attributes _ register _ deprecated ( self, key, alias, flow = _ down ) : # we expect keys to be registered as camelcase ( in those cases where # that matters ). but we store attributes in'under _ score'version. us _ alias = self. _ attributes _ t _ underscore ( alias ) us _ key = self. _ attributes _ t _ undersco... | [
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async def get _ event _ manager _ app _ by _ message ( self, message _ id : int ) - > list [ str ] : mycursor, db = await the _ database ( ) await mycursor. execute ( " select * from eventmanagerapplication where message _ id = % s ", ( message _ id, ) ) event _ manager _ app = await mycursor. fetchall ( ) await mycurs... | [
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def gf _ lshift ( f, n ) : if not f : return f else : return f + [ 0 ] * n | [
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def inspectfactions ( self ) : self. recalculatefactions ( ) for cell in self. game. cells : # if faction is unknown, do nothing if cell. isfactionunknown ( ) : continue # look at each side for sidedir in hexsidedir : side = cell. sides [ sidedir ] # if this side is unset, try to see if we can find out using faction cl... | [
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def run _ flask ( ) : os. environ ['werkzeug _ run _ main'] ='true'# suppress startup messages in stdout app. run ( host ='0. 0. 0. 0') | [
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def annotate _ single _ unlabeled ( request ) : # read file text = request. post. get ( " text ", " " ) label = request. post. get ( " label ", " " ) uuid = request. post. get ( " uuid ", " " ) ca = get _ mongo _ client ( uri ='mongodb : / / localhost : 27017 /') raw _ text = ca [ " annotation _ raw _ data " ]. find _ ... | [
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def vpnvserver _ vpnintranetapplication _ bindings ( self ) : try : return self. _ vpnvserver _ vpnintranetapplication _ binding except exception as e : raise e | [
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def findbyurl ( self, url ) : def normalize _ name ( url ) : while url. endswith ('/') : url = url [ : - 1 ] name = url +'/'target = " " for character in name : if character in string. ascii _ letters : target = target + character else : target = target +'_'return target connectionname = normalize _ name ( url ) if con... | [
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def on _ epoch _ end ( self, net, dataset _ train = none, dataset _ valid = none, * * kwargs ) : | [
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def select _ asset _ from _ items ( self ) : items = self. get _ nodes ( selection = false ) nodes = [ ] for item in items. values ( ) : nodes. extend ( item [ " nodes " ] ) commands. select ( nodes ) | [
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def player _ search _ name ( self, content ) : vals = [ ] soup = beautifulsoup ( content, " lxml " ) patt = re. compile ( r " \ / player. *? \ d + \ / profile ", re. ignorecase | re. unicode ) for a in soup. find _ all ( " a ", { " href " : patt } ) : nfl _ name, profile _ id = a [ " href " ]. split ( " / " ) [ - 3 : -... | [
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def abline ( slope, intercept ) : axes = plt. gca ( ) x _ vals = np. array ( axes. get _ xlim ( ) ) y _ vals = intercept + slope * x _ vals # plt. plot ( x _ vals, y _ vals,'- - ', color ='c1') return x _ vals, y _ vals | [
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def _ _ init _ _ ( self, in _ planes, planes, share _ planes = 8, nsample = 16 ) : super ( bottleneck, self ). _ _ init _ _ ( ) self. linear1 = layers. dense ( planes, use _ bias = false ) self. bn1 = layers. batchnormalization ( momentum = 0. 9, epsilon = 1e - 5 ) self. transformer2 = transformer ( planes, planes, sha... | [
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def create _ pyobj _ from _ swift _ msg ( swiftmsg ) : obj = fswiftml. fswiftml ( ) try : dom. parsestring ( swiftmsg ) return obj. xml _ to _ pyobject ( swiftmsg ) except xml. parsers. expat. expaterror : try : return obj. swift _ to _ pyobject ( swiftmsg ) except exception, e : raise exception ( " error while convert... | [
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def floating _ ip _ get _ pools ( context ) : return impl. floating _ ip _ get _ pools ( context ) | [
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def parse ( src ) : parser = lxml. etree. xmlparser ( strip _ cdata = false ) tree = lxml. etree. parse ( src, parser ) return tree | [
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def gf _ div _ const ( f, a, p ) : return gf _ mul _ const ( f, zp _ inv ( a, p ), p ) | [
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def update _ labels ( ) : frame. add _ label ('' ) label1. set _ text ('player'+ str ( player _ turn. get _ name ( ) + 1 ) ) label2. set _ text ('cash :'+ str ( player _ turn. get _ cash ( ) ) ) label3. set _ text ('houses :') label4. set _ text ('items :') label5. set _ text ('traits :') | [
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def pflat ( self ) : for p in self. plst : p. srlst = list ( set ( p. rlst ) ) for r in p. srlst : # print r # print r. _ _ dict _ _ r. plst. append ( p ) for prim in p. primlst : for i in range ( 2 ) : for c in prim [ i ] : if c not in p. sclst : p. sclst. append ( c ) c. cplst. append ( p ) | [
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def bundle _ names ( self, bundle ) : if bundle. xdata. get ('name') : self. linterror ( " explicit - bundle - name ", " deprecated explicit bundle name in % s " % bundle. name ) if bundle. name. endswith ( ". genshi " ) : self. linterror ( " genshi - extension - bundle ", " bundle % s uses deprecated. genshi extension... | [
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def make _ plugin ( audiences = none, token _ url = none, nonce _ timeout = none, * * kwds ) : # you * must * specify the " audiences " parameter since it's integral # to the security of the protocol. if you want it set to none to # allow checking based on http _ host, set it to the empty string. if audiences is none :... | [
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def depen _ parse ( self, textpair ) : print ( [ p. tree ( ) for p in self. parser. raw _ parse ( textpair. t1 ) ] ) # print ( list ( self. parser. parse ( textpair. t1. split ( ) ) ) ) | [
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def create _ board ( height, width, record _ height, separators ) : board = [ ] height = height width = width + 1 for y in range ( height ) : temp _ storage = [ ] for x in range ( width ) : if y = = 0 or y = = ( height - 1 ) : temp _ storage. append ('-') elif x = = 0 or x in separators : temp _ storage. append ('|') e... | [
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def getjobfromid ( version, id ) : if ( version = = " v1 " ) : data = none return jsonify ( data ) else : data = { " id " : " ", # todo : id generieren bzw. recherchieren " code " : " 404 ", " message " : " ungultiger api aufruf. ", " links " : [ { " href " : " https : / / example. openeo. org / docs / errors / samplee... | [
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def conforms _ pairs ( query _ relevances, total _ docs ) : total = len ( query _ relevances ) all _ pairs = [ ] true _ pairs = [ ] false _ pairs = [ ] for i in range ( 1, total + 1 ) : if ( len ( query _ relevances [ 1 ] ) = = 0 ) : continue for d in range ( 1, total _ docs + 1 ) : if d in query _ relevances [ i ] : t... | [
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def _ set _ neighbor _ route _ map ( self, v, load = false ) : if hasattr ( v, " _ utype " ) : v = v. _ utype ( v ) try : t = yangdynclass ( v, base = neighbor _ route _ map. neighbor _ route _ map, is _ container ='container ', presence = false, yang _ name = " neighbor - route - map ", rest _ name = " route - map ", ... | [
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def projectscope ( project, categories ) : query _ builder ='select distinct page. page _ title, page. page _ namespace from categorylinks inner join page on categorylinks. cl _ from = page. page _ id where ( page _ namespace = 1 or page _ namespace = 119 ) and ('for category in categories : query _ builder + ='cl _ to... | [
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def metric _ analyser ( df ) : df _ operate = df. reset _ index ( ) for index, row in df _ operate. iterrows ( ) : if index > 0 : backtrack = 1 while backtrack < index and \ ( math. isnan ( df _ operate ['adv'] [ index - backtrack ] ) or math. isnan ( df _ operate ['marktomid 0s'] [ index - backtrack ] ) or math. isnan... | [
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def test _ pool _ list _ not _ empty ( self ) : pool _ name = p _ n ( ) make _ test _ pool ( pool _ name, stratiscertify. disks [ 0 : 1 ] ) self. _ inequality _ test ( stratisdbus. pool _ list ( ), [ ] ) | [
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def create _ charm _ blade _ geom _ file ( leading _ edge, trailing _ edge, thickness, unit _ factor = u. in2ft, bg2charm _ path = default _ bg2charm, nspan _ override = none, nchord = 1, flap _ type = none, flap _ length = none, flap _ defl = none, * * kwargs ) : logger = ul. styleadapter ( logging. getlogger ( _ _ na... | [
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def modify _ commandline _ options ( parser, is _ train = true ) : assert not is _ train,'testmodel cannot be used during training time'parser. set _ defaults ( dataset _ mode ='single') parser. add _ argument ('- - model _ suffix ', type = str, default ='', help ='in checkpoints _ dir, [ epoch ] _ net _ g [ model _ su... | [
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def set _ params ( self, pose = none, beta = none, roottrans = none, shouldereartrans = none, pose _ rotation _ type = none ) : if pose is not none : self. pose = pose if beta is not none : self. beta = beta if roottrans is not none : self. roottrans = roottrans if shouldereartrans is not none : self. shouldereartrans ... | [
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def create _ task ( self, taskdetails ) : # remove the main _ option taskdetails. pop ('main _ option ', none ) # we have to add the current date as the date of setting the task now = datetime. datetime. now ( ) # add the time to the dictionary taskdetails [ " created " ] = now. _ _ str _ _ ( ) taskdetails [ " due " ] ... | [
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def calculate _ mx _ fitness ( tasks, costs ) : early _ start = tasks ['early _ start'] early _ finish = tasks ['early _ finish'] t = max ( early _ finish ) project _ duration = ( t - start _ date ). days + 1 labour _ resource = costs ['resource \ n ( )'] [ : - 13 ] mx = 0 for i in range ( project _ duration ) : cur _ ... | [
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def request ( self, method, url, params = none, data = none, headers = none, auth = none, timeout = none, allow _ redirects = false ) : session = session ( ) session. verify = get _ cert _ file ( ) request = request ( method. upper ( ), url, params = params, data = data, headers = headers, auth = auth ) prepped _ reque... | [
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def in _ order ( self, node ) : if node is none or node = = float ('inf') : return else : left, right = self. _ nodes [ node ] [ 0 : 2 ] for i in self. in _ order ( left ) : yield i yield node for i in self. in _ order ( right ) : yield i | [
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def _ download _ deviation ( self, deviationid ) : return self. _ api ( f " / deviation / download / { deviationid } " ) | [
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def label _ binarize ( y, classes, multilabel = false, neg _ label = 0, pos _ label = 1 ) : y _ type = type _ of _ target ( y ) if multilabel or len ( classes ) > 2 : if y _ type = ='multilabel - indicator': # nothing to do as y is already a label indicator matrix return y y = np. zeros ( ( len ( y ), len ( classes ) )... | [
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def mlvb ( a, f, last _ of _ array ) : a _ diff = a - last _ of _ array a _ diff [ a _ diff = = 0 ] = np. nan return np. nanmean ( np. abs ( ( a - f ) / a _ diff ), axis = 0 ) | [
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def todatatype ( self ) - > ghidra. program. model. data. datatype :... | [
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def test _ rights _ has _ correct _ fields ( self ) : client = viewrighttests. unauthorized _ client fields = [ " id ", " tags ", " title ", " description ", " text ", " image _ url ", ] response = client. get ( viewrighttests. path _ rights ). data results = response. get ( " results " ) [ 0 ] for field in fields : wi... | [
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def _ _ del _ _ ( self ) : moveit _ commander. roscpp _ shutdown ( ) rospy. loginfo ('\ 033 [ 94m'+ " object of class ur5moveit deleted. " +'\ 033 [ 0m') | [
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def test _ list _ recipe _ tags ( self ) : pass | [
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def mlp _ layers ( conv _ layer _ params = none, fc _ layer _ params = none, dropout _ layer _ params = none, activation _ fn = tf. keras. activations. relu, kernel _ initializer = none, weight _ decay _ params = none, name = none, ) : if kernel _ initializer is none : kernel _ initializer = tf. compat. v1. variance _ ... | [
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def interactive _ menu ( supers, products, prices ) : menu = { 1 :'inflacion por supermercado ', 2 :'inflacion por producto ', 3 :'inflacion general promedio ', 4 :'mejor precio para un producto ', 5 :'salir'} enter _ loop = true while enter _ loop : print _ menu ( menu ) try : choice = int ( input ('opcion :') ) excep... | [
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def expand ( image, border = 0, fill = 0 ) : left, top, right, bottom = _ border ( border ) width = left + image. size [ 0 ] + right height = top + image. size [ 1 ] + bottom out = image. new ( image. mode, ( width, height ), _ color ( fill, image. mode ) ) out. paste ( image, ( left, top ) ) return out | [
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def sign _ in ( self ) : if not self. auth : return admin _ auth _ not _ configured admin = self. authenticated _ admin _ from _ request ( ) if isinstance ( admin, problemdetail ) : redirect _ url = flask. request. args. get ( " redirect " ) return redirect ( self. auth. auth _ uri ( redirect _ url ), response = respon... | [
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def test _ get _ recipe _ access _ permissions ( self ) : pass | [
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def requires ( * activities, * * callbacks ) : invalid _ callbacks = set ( callbacks. keys ( ) ). difference ( { " access _ callback ", " activity _ callback " } ) if invalid _ callbacks : raise typeerror ( callback _ error _ template. format ( callbacks = " \ n ". join ( " - { 0 } ". format ( callback ) for callback i... | [
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def decimalify ( * xs ) : s = 0 for x in reversed ( xs ) : s = x + s / 60. 0 return s | [
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def get _ service _ type _ resources _ view ( request ) : def _ get _ resource _ types _ info ( res _ type _ names ) : res _ type _ classes = [ rtc for rtn, rtc in models. resource _ type _ dict. items ( ) if rtn in res _ type _ names ] return [ sf. format _ service _ resource _ type ( rtc, service _ type _ dict [ serv... | [
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def attentionqkv ( d _ feature, n _ heads = 1, dropout = 0. 0, mode ='train') : return cb. serial ( cb. parallel ( core. dense ( d _ feature ), core. dense ( d _ feature ), core. dense ( d _ feature ), ), pureattention ( # pylint : disable = no - value - for - parameter n _ heads = n _ heads, dropout = dropout, mode = ... | [
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def bloch _ vector ( rho ) : u = 2 * np. real ( rho [ :, 0, 1 ] ) v = 2 * np. imag ( rho [ :, 1, 0 ] ) w = rho [ :, 0, 0 ] - rho [ :, 1, 1 ] return np. vstack ( [ u, v, w ] ). t | [
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def processed _ ids ( ) : cl = cartodbapikey ( api _ key, domain ) query ='select property _ id from % s'% table try : data = cl. sql ( query ) except cartodbexception as e : print ( " some error ocurred ", e ) return [ x ['property _ id'] for x in data ['rows'] ] | [
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def return _ subtrees ( self ) : puzzle = [ ] moves = [ ] for subtree in self. _ subtrees : puzzle. append ( subtree. _ puzzle ) moves. append ( subtree. _ user _ input ) return puzzle, moves | [
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def quicksort ( bottles, caps, p, r ) : if ( p < r ) : # partition bottles using caps [ r ] as pivot # partition caps using bottles [ q ] as pivot q _ caps = caps [ r ] q = partition ( bottles, p, q _ caps, r ) q _ bottles = bottles [ q ] partition ( caps, p, q _ bottles, r ) # recurse left quicksort ( bottles, caps, p... | [
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def test _ sum _ of _ vectors ( self ) : self. assertequals ( [ 4, 4, 4 ], self. vector + vector ( [ 3, 2, 1 ] ) ) self. assertequals ( [ 4, 4, 4 ], self. vector + [ 3, 2, 1 ] ) self. assertraises ( nonnumericerror, self. vector. _ _ add _ _, [ 1, 2,'a'] ) self. assertraises ( nonvectorerror, self. vector. _ _ add _ _,... | [
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def totext ( self ) : return self. childrentotext ( ) | [
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def test _ table _ row _ count ( self ) : table _ count = metrics. row _ count. value profiler = profiler ( table _ count, profiler _ interface = self. sqa _ profiler _ interface, ) res = profiler. compute _ metrics ( ). _ table _ results assert res. get ( metrics. row _ count. name ) = = 30 | [
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def get _ rotation _ matrix ( rot _ axis, angle ) : rot _ axis = norm ( rot _ axis ) rad = np. deg2rad ( angle ) r = r. from _ rotvec ( rad * rot _ axis ) return r. as _ dcm ( ) | [
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def comment _ delete _ handler ( sender, instance, * * kwargs ) : protest = instance. protest media = getattr ( protest,'media ', none ) parent = getattr ( instance,'parent ', none ) content _ type = contenttype. objects. get _ for _ model ( instance ) notification = notification. objects. filter ( content _ type = con... | [
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