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def abstract ( class_ ) : if not inspect . isclass ( class_ ) : raise TypeError ( "@abstract can only be applied to classes" ) abc_meta = None class_meta = type ( class_ ) if class_meta not in ( _ABCMetaclass , _ABCObjectMetaclass ) : if class_meta is type : abc_meta = _ABCMetaclass elif class_meta is ObjectMetaclass :...
Mark the class as _abstract_ base class forbidding its instantiation .
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def final ( arg ) : if inspect . isclass ( arg ) : if not isinstance ( arg , ObjectMetaclass ) : raise ValueError ( "@final can only be applied to a class " "that is a subclass of Object" ) elif not is_method ( arg ) : raise TypeError ( "@final can only be applied to classes or methods" ) method = arg . method if isins...
Mark a class or method as _final_ .
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def override ( base = ABSENT ) : arg = base if inspect . isfunction ( arg ) or isinstance ( arg , NonInstanceMethod ) : _OverrideDecorator . maybe_signal_classmethod ( arg ) decorator = _OverrideDecorator ( None ) return decorator ( arg ) if arg is ABSENT : return _OverrideDecorator ( None ) if is_class ( arg ) or is_s...
Mark a method as overriding a corresponding method from superclass .
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def find ( * args , ** kwargs ) : list_ , idx = _index ( * args , start = 0 , step = 1 , ** kwargs ) if idx < 0 : raise IndexError ( "element not found" ) return list_ [ idx ]
Find the first matching element in a list and return it .
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def findlast ( * args , ** kwargs ) : list_ , idx = _index ( * args , start = sys . maxsize , step = - 1 , ** kwargs ) if idx < 0 : raise IndexError ( "element not found" ) return list_ [ idx ]
Find the last matching element in a list and return it .
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def index ( * args , ** kwargs ) : _ , idx = _index ( * args , start = 0 , step = 1 , ** kwargs ) return idx
Search a list for an exact element or element satisfying a predicate .
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def lastindex ( * args , ** kwargs ) : _ , idx = _index ( * args , start = sys . maxsize , step = - 1 , ** kwargs ) return idx
Search a list backwards for an exact element or element satisfying a predicate .
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def _index ( * args , ** kwargs ) : start = kwargs . pop ( 'start' , 0 ) step = kwargs . pop ( 'step' , 1 ) if len ( args ) == 2 : elem , list_ = args ensure_sequence ( list_ ) predicate = lambda item : item == elem else : ensure_keyword_args ( kwargs , mandatory = ( 'in_' , ) , optional = ( 'of' , 'where' ) ) if 'of' ...
Implementation of list searching .
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def intercalate ( elems , list_ ) : ensure_sequence ( elems ) ensure_sequence ( list_ ) if len ( list_ ) <= 1 : return list_ return sum ( ( elems + list_ [ i : i + 1 ] for i in xrange ( 1 , len ( list_ ) ) ) , list_ [ : 1 ] )
Insert given elements between existing elements of a list .
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def handle ( _ , msg , args ) : if args [ 'config' ] [ 'feature' ] . getboolean ( 'capskick' ) : nick = args [ 'nick' ] threshold = 0.65 text = "shutting caps lock off" upper = [ i for i in msg if i in string . ascii_uppercase ] if len ( msg ) == 0 : return upper_ratio = len ( upper ) / len ( msg . replace ( ' ' , '' )...
Check for capslock abuse .
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def cmd ( send , msg , args ) : if not msg : msg = gen_word ( ) send ( gen_fullwidth ( msg . upper ( ) ) )
Converts text to fullwidth characters .
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def task_estimates ( channel , states ) : for state in states : if state != task_states . OPEN : raise NotImplementedError ( 'only estimate OPEN tasks' ) tasks = yield channel . tasks ( state = states ) packages = set ( [ task . package for task in tasks ] ) print ( 'checking avg build duration for %i packages:' % len ...
Estimate remaining time for all tasks in this channel .
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def describe_delta ( delta ) : s = delta . total_seconds ( ) s = abs ( s ) hours , remainder = divmod ( s , 3600 ) minutes , seconds = divmod ( remainder , 60 ) if hours : return '%d hr %d min' % ( hours , minutes ) if minutes : return '%d min %d secs' % ( minutes , seconds ) return '%d secs' % seconds
Describe this timedelta in human - readable terms .
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def log_est_complete ( est_complete ) : if not est_complete : print ( 'could not determine an estimated completion time' ) return remaining = est_complete - datetime . utcnow ( ) message = 'this task should be complete in %s' if remaining . total_seconds ( ) < 0 : message = 'this task exceeds estimate by %s' log_delta ...
Log the relative time remaining for this est_complete datetime object .
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def patched_normalizeargs ( sequence , output = None ) : if output is None : output = [ ] if Broken in getattr ( sequence , '__bases__' , ( ) ) : return [ sequence ] cls = sequence . __class__ if InterfaceClass in cls . __mro__ or zope . interface . declarations . Implements in cls . __mro__ : output . append ( sequenc...
Normalize declaration arguments
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def profiles ( ) : paths = [ ] for pattern in PROFILES : pattern = os . path . expanduser ( pattern ) paths += glob ( pattern ) return paths
List of all the connection profile files ordered by preference .
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def lookup ( self , profile , setting ) : for path in profiles ( ) : cfg = SafeConfigParser ( ) cfg . read ( path ) if profile not in cfg . sections ( ) : continue if not cfg . has_option ( profile , setting ) : continue return cfg . get ( profile , setting )
Check koji . conf . d files for this profile s setting .
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def connect_from_web ( klass , url ) : if re . search ( r'\s' , url ) : return url = url . split ( ' ' , 1 ) [ 0 ] for path in profiles ( ) : cfg = SafeConfigParser ( ) cfg . read ( path ) for profile in cfg . sections ( ) : if not cfg . has_option ( profile , 'weburl' ) : continue weburl = cfg . get ( profile , 'webur...
Find a connection that matches this kojiweb URL .
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def from_web ( self , url ) : if re . search ( r'\s' , url ) : return defer . succeed ( None ) o = urlparse ( url ) endpoint = os . path . basename ( o . path ) if o . query : query = parse_qs ( o . query ) endpoints = { 'buildinfo' : ( 'buildID' , self . getBuild ) , 'channelinfo' : ( 'channelID' , self . getChannel )...
Reverse - engineer a kojiweb URL into an equivalent API response .
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def call ( self , method , * args , ** kwargs ) : if kwargs : kwargs [ '__starstar' ] = True args = args + ( kwargs , ) if self . session_id : self . proxy . path = self . _authenticated_path ( ) d = self . proxy . callRemote ( method , * args ) d . addCallback ( self . _munchify_callback ) d . addErrback ( self . _par...
Make an XML - RPC call to the server .
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def _authenticated_path ( self ) : basepath = self . proxy . path . decode ( ) . split ( '?' ) [ 0 ] params = urlencode ( { 'session-id' : self . session_id , 'session-key' : self . session_key , 'callnum' : self . callnum } ) result = '%s?%s' % ( basepath , params ) return result . encode ( 'utf-8' )
Get the path of our XML - RPC endpoint with session auth params added .
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def getAverageBuildDuration ( self , package , ** kwargs ) : seconds = yield self . call ( 'getAverageBuildDuration' , package , ** kwargs ) if seconds is None : defer . returnValue ( None ) defer . returnValue ( timedelta ( seconds = seconds ) )
Return a timedelta that Koji considers to be average for this package .
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def getBuild ( self , build_id , ** kwargs ) : buildinfo = yield self . call ( 'getBuild' , build_id , ** kwargs ) build = Build . fromDict ( buildinfo ) if build : build . connection = self defer . returnValue ( build )
Load all information about a build and return a custom Build class .
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def getChannel ( self , channel_id , ** kwargs ) : channelinfo = yield self . call ( 'getChannel' , channel_id , ** kwargs ) channel = Channel . fromDict ( channelinfo ) if channel : channel . connection = self defer . returnValue ( channel )
Load all information about a channel and return a custom Channel class .
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def getPackage ( self , name , ** kwargs ) : packageinfo = yield self . call ( 'getPackage' , name , ** kwargs ) package = Package . fromDict ( packageinfo ) if package : package . connection = self defer . returnValue ( package )
Load information about a package and return a custom Package class .
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def getTaskDescendents ( self , task_id , ** kwargs ) : kwargs [ 'request' ] = True data = yield self . call ( 'getTaskDescendents' , task_id , ** kwargs ) tasks = [ ] for tdata in data [ str ( task_id ) ] : task = Task . fromDict ( tdata ) task . connection = self tasks . append ( task ) defer . returnValue ( tasks )
Load all information about a task s descendents into Task classes .
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def getTaskInfo ( self , task_id , ** kwargs ) : kwargs [ 'request' ] = True taskinfo = yield self . call ( 'getTaskInfo' , task_id , ** kwargs ) task = Task . fromDict ( taskinfo ) if task : task . connection = self defer . returnValue ( task )
Load all information about a task and return a custom Task class .
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def listBuilds ( self , package , ** kwargs ) : if isinstance ( package , int ) : package_id = package else : package_data = yield self . getPackage ( package ) if package_data is None : defer . returnValue ( [ ] ) package_id = package_data . id data = yield self . call ( 'listBuilds' , package_id , ** kwargs ) builds ...
Get information about all builds of a package .
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def listTagged ( self , * args , ** kwargs ) : data = yield self . call ( 'listTagged' , * args , ** kwargs ) builds = [ ] for bdata in data : build = Build . fromDict ( bdata ) build . connection = self builds . append ( build ) defer . returnValue ( builds )
List builds tagged with a tag .
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def listTasks ( self , opts = { } , queryOpts = { } ) : opts [ 'decode' ] = True data = yield self . call ( 'listTasks' , opts , queryOpts ) tasks = [ ] for tdata in data : task = Task . fromDict ( tdata ) task . connection = self tasks . append ( task ) defer . returnValue ( tasks )
Get information about all Koji tasks .
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def listChannels ( self , ** kwargs ) : data = yield self . call ( 'listChannels' , ** kwargs ) channels = [ ] for cdata in data : channel = Channel . fromDict ( cdata ) channel . connection = self channels . append ( channel ) defer . returnValue ( channels )
Get information about all Koji channels .
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def login ( self ) : authtype = self . lookup ( self . profile , 'authtype' ) if authtype is None : cert = self . lookup ( self . profile , 'cert' ) if cert and os . path . isfile ( os . path . expanduser ( cert ) ) : authtype = 'ssl' if authtype == 'kerberos' : result = yield self . _gssapi_login ( ) elif authtype == ...
Return True if we successfully logged into this Koji hub .
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def _ssl_agent ( self ) : certfile = self . lookup ( self . profile , 'cert' ) certfile = os . path . expanduser ( certfile ) with open ( certfile ) as certfp : pemdata = certfp . read ( ) client_cert = PrivateCertificate . loadPEM ( pemdata ) trustRoot = None servercafile = self . lookup ( self . profile , 'serverca' ...
Get a Twisted Agent that performs Client SSL authentication for Koji .
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def _get_bmdl_ratio ( self , models ) : bmdls = [ model . output [ "BMDL" ] for model in models if model . output [ "BMDL" ] > 0 ] return max ( bmdls ) / min ( bmdls ) if len ( bmdls ) > 0 else 0
Return BMDL ratio in list of models .
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def _get_parsimonious_model ( models ) : params = [ len ( model . output [ "parameters" ] ) for model in models ] idx = params . index ( min ( params ) ) return models [ idx ]
Return the most parsimonious model of all available models . The most parsimonious model is defined as the model with the fewest number of parameters .
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def make_pathable_string ( s , replacewith = '_' ) : import re return re . sub ( r'[^\w+/.]' , replacewith , s . lower ( ) )
Removes symbols from a string to be compatible with directory structure .
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def get_time ( ) : import datetime time = make_pathable_string ( '%s' % datetime . datetime . now ( ) ) return time . replace ( '-' , '_' ) . replace ( ':' , '_' ) . replace ( '.' , '_' )
Gets current time in a form of a formated string . Used in logger function .
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def bootstrap_general_election ( self , election ) : election_day = election . election_day page_type , created = PageType . objects . get_or_create ( model_type = ContentType . objects . get ( app_label = "election" , model = "electionday" ) , election_day = election_day , ) PageContent . objects . get_or_create ( con...
Create a general election page type
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def cmd ( send , msg , _ ) : try : answer = subprocess . check_output ( [ 'wtf' , msg ] , stderr = subprocess . STDOUT ) send ( answer . decode ( ) . strip ( ) . replace ( '\n' , ' or ' ) . replace ( 'fuck' , 'fsck' ) ) except subprocess . CalledProcessError as ex : send ( ex . output . decode ( ) . rstrip ( ) . splitl...
Tells you what acronyms mean .
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def sys ( ** kwargs ) : output , err = cli_syncthing_adapter . sys ( ** kwargs ) if output : click . echo ( "%s" % output , err = err ) else : if not kwargs [ 'init' ] : click . echo ( click . get_current_context ( ) . get_help ( ) )
Manage system configuration .
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def ls ( ) : heading , body = cli_syncthing_adapter . ls ( ) if heading : click . echo ( heading ) if body : click . echo ( body . strip ( ) )
List all synchronized directories .
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def auth ( ** kwargs ) : option = 'add' path = kwargs [ 'path' ] key = kwargs [ 'key' ] if kwargs [ 'remove' ] : option = 'remove' if kwargs [ 'yes' ] : output , err = cli_syncthing_adapter . auth ( option , key , path ) click . echo ( "%s" % output , err = err ) else : verb = 'authorize' if not kwargs [ 'remove' ] els...
Authorize device synchronization .
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def mv ( source , target ) : if os . path . isfile ( target ) and len ( source ) == 1 : if click . confirm ( "Are you sure you want to overwrite %s?" % target ) : err_msg = cli_syncthing_adapter . mv_edge_case ( source , target ) if err_msg : click . echo ( err_msg ) return if len ( source ) > 1 and not os . path . isd...
Move synchronized directory .
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def push ( ** kwargs ) : output , err = cli_syncthing_adapter . refresh ( ** kwargs ) if output : click . echo ( "%s" % output , err = err ) if kwargs [ 'verbose' ] and not err : with click . progressbar ( iterable = None , length = 100 , label = 'Synchronizing' ) as bar : device_num = 0 max_devices = 1 prev_percent = ...
Force synchronization of directory .
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def tag ( path , name ) : output , err = cli_syncthing_adapter . tag ( path , name ) click . echo ( "%s" % output , err = err )
Change tag associated with directory .
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def free ( ** kwargs ) : output , err = cli_syncthing_adapter . free ( kwargs [ 'path' ] ) click . echo ( "%s" % output , err = err )
Stop synchronization of directory .
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def add ( ** kwargs ) : output , err = cli_syncthing_adapter . add ( ** kwargs ) click . echo ( "%s" % output , err = err )
Make a directory shareable .
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def info ( path ) : output , err = cli_syncthing_adapter . info ( folder = path ) if err : click . echo ( output , err = err ) else : stat = output [ 'status' ] click . echo ( "State: %s" % stat [ 'state' ] ) click . echo ( "\nTotal Files: %s" % stat [ 'localFiles' ] ) click . echo ( "Files Needed: %s" % stat [ 'needFi...
Display synchronization information .
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def key ( ** kwargs ) : output , err = cli_syncthing_adapter . key ( device = True ) click . echo ( "%s" % output , err = err )
Display system key .
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def start ( ** kwargs ) : output , err = cli_syncthing_adapter . start ( ** kwargs ) click . echo ( "%s" % output , err = err )
Start KodeDrive daemon .
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def stop ( ) : output , err = cli_syncthing_adapter . sys ( exit = True ) click . echo ( "%s" % output , err = err )
Stop KodeDrive daemon .
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def start_poll ( args ) : if args . type == 'privmsg' : return "We don't have secret ballots in this benevolent dictatorship!" if not args . msg : return "Polls need a question." ctrlchan = args . config [ 'core' ] [ 'ctrlchan' ] poll = Polls ( question = args . msg , submitter = args . nick ) args . session . add ( po...
Starts a poll .
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def delete_poll ( args ) : if not args . isadmin : return "Nope, not gonna do it." if not args . msg : return "Syntax: !poll delete <pollnum>" if not args . msg . isdigit ( ) : return "Not A Valid Positive Integer." poll = args . session . query ( Polls ) . filter ( Polls . accepted == 1 , Polls . id == int ( args . ms...
Deletes a poll .
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def edit_poll ( args ) : if not args . isadmin : return "Nope, not gonna do it." msg = args . msg . split ( maxsplit = 1 ) if len ( msg ) < 2 : return "Syntax: !vote edit <pollnum> <question>" if not msg [ 0 ] . isdigit ( ) : return "Not A Valid Positive Integer." pid = int ( msg [ 0 ] ) poll = get_open_poll ( args . s...
Edits a poll .
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def reopen ( args ) : if not args . isadmin : return "Nope, not gonna do it." msg = args . msg . split ( ) if not msg : return "Syntax: !poll reopen <pollnum>" if not msg [ 0 ] . isdigit ( ) : return "Not a valid positve integer." pid = int ( msg [ 0 ] ) poll = get_open_poll ( args . session , pid ) if poll is None : r...
reopens a closed poll .
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def end_poll ( args ) : if not args . isadmin : return "Nope, not gonna do it." if not args . msg : return "Syntax: !vote end <pollnum>" if not args . msg . isdigit ( ) : return "Not A Valid Positive Integer." poll = get_open_poll ( args . session , int ( args . msg ) ) if poll is None : return "That poll doesn't exist...
Ends a poll .
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def tally_poll ( args ) : if not args . msg : return "Syntax: !vote tally <pollnum>" if not args . msg . isdigit ( ) : return "Not A Valid Positive Integer." pid = int ( args . msg ) poll = get_open_poll ( args . session , pid ) if poll is None : return "That poll doesn't exist or was deleted. Use !poll list to see val...
Shows the results of poll .
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def vote ( session , nick , pid , response ) : if not response : return "You have to vote something!" if response == "n" or response == "nay" : response = "no" elif response == "y" or response == "aye" : response = "yes" poll = get_open_poll ( session , pid ) if poll is None : return "That poll doesn't exist or isn't a...
Votes on a poll .
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def retract ( args ) : if not args . msg : return "Syntax: !vote retract <pollnum>" if not args . msg . isdigit ( ) : return "Not A Valid Positive Integer." response = get_response ( args . session , args . msg , args . nick ) if response is None : return "You haven't voted on that poll yet!" args . session . delete ( ...
Deletes a vote for a poll .
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def cmd ( send , msg , args ) : command = msg . split ( ) msg = " " . join ( command [ 1 : ] ) if not command : send ( "Which poll?" ) return else : command = command [ 0 ] if command . isdigit ( ) : if args [ 'type' ] == 'privmsg' : send ( "We don't have secret ballots in this benevolent dictatorship!" ) else : send (...
Handles voting .
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def cmd ( send , msg , args ) : parser = arguments . ArgParser ( args [ 'config' ] ) group = parser . add_mutually_exclusive_group ( ) group . add_argument ( '--high' , action = 'store_true' ) group . add_argument ( '--low' , action = 'store_true' ) group . add_argument ( '--userhigh' , action = 'store_true' ) group . ...
Gets stats .
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def _create_page ( cls , page , lang , auto_title , cms_app = None , parent = None , namespace = None , site = None , set_home = False ) : from cms . api import create_page , create_title from cms . utils . conf import get_templates default_template = get_templates ( ) [ 0 ] [ 0 ] if page is None : page = create_page (...
Create a single page or titles
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def _create_config ( cls ) : return cls . app_config . objects . create ( namespace = cls . auto_setup [ 'namespace' ] , ** cls . auto_setup [ 'config_fields' ] )
Creates an ApphookConfig instance
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def _create_config_translation ( cls , config , lang ) : config . set_current_language ( lang , initialize = True ) for field , data in cls . auto_setup [ 'config_translated_fields' ] . items ( ) : setattr ( config , field , data ) config . save_translations ( )
Creates a translation for the given ApphookConfig
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def _setup_pages ( cls , config ) : from cms . exceptions import NoHomeFound from cms . models import Page from cms . utils import get_language_list from django . conf import settings from django . utils . translation import override app_page = None get_url = False if getattr ( settings , 'ALDRYN_SEARCH_CMS_PAGE' , Fal...
Create the page structure .
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def setup ( cls ) : try : if cls . auto_setup and cls . auto_setup . get ( 'enabled' , False ) : if not cls . auto_setup . get ( 'home title' , False ) : warnings . warn ( '"home title" is not set in {0}.auto_setup attribute' . format ( cls ) ) return if not cls . auto_setup . get ( 'page title' , False ) : warnings . ...
Main method to auto setup Apphook
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def run ( self , verbose = True ) : self . results . clear ( ) for analysis_group in self . config . analysis_groups : if analysis_group . providers : for provider in analysis_group . providers : logger . info ( 'Run provider %s' , provider . identifier ) provider . run ( ) for checker in analysis_group . checkers : re...
Run the analysis .
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def output_tap ( self ) : tracker = Tracker ( streaming = True , stream = sys . stdout ) for group in self . config . analysis_groups : n_providers = len ( group . providers ) n_checkers = len ( group . checkers ) if not group . providers and group . checkers : test_suite = group . name description_lambda = lambda r : ...
Output analysis results in TAP format .
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def find_latex_font_serif ( ) : r import os , re import matplotlib . font_manager name = lambda font : os . path . splitext ( os . path . split ( font ) [ - 1 ] ) [ 0 ] . split ( ' - ' ) [ 0 ] fonts = matplotlib . font_manager . findSystemFonts ( fontpaths = None , fontext = 'ttf' ) matches = [ r'.*Computer\ Modern\ Ro...
r Find an available font to mimic LaTeX and return its name .
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def copy_style ( ) : r import os import matplotlib styles = { } styles [ 'goose.mplstyle' ] = styles [ 'goose-tick-in.mplstyle' ] = styles [ 'goose-tick-lower.mplstyle' ] = if find_latex_font_serif ( ) is not None : styles [ 'goose-latex.mplstyle' ] = r . format ( serif = find_latex_font_serif ( ) ) else : styles [ 'go...
r Write all goose - styles to the relevant matplotlib configuration directory .
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def scale_lim ( lim , factor = 1.05 ) : r if type ( lim ) == str : lim = eval ( lim ) D = lim [ 1 ] - lim [ 0 ] lim [ 0 ] -= ( factor - 1. ) / 2. * D lim [ 1 ] += ( factor - 1. ) / 2. * D return lim
r Scale limits to be 5% wider to have a nice plot .
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def abs2rel_y ( y , axis = None ) : r if axis is None : axis = plt . gca ( ) ymin , ymax = axis . get_ylim ( ) if axis . get_xscale ( ) == 'log' : try : return [ ( np . log10 ( i ) - np . log10 ( ymin ) ) / ( np . log10 ( ymax ) - np . log10 ( ymin ) ) if i is not None else i for i in y ] except : return ( np . log10 (...
r Transform absolute y - coordinates to relative y - coordinates . Relative coordinates correspond to a fraction of the relevant axis . Be sure to set the limits and scale before calling this function!
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def rel2abs_x ( x , axis = None ) : r if axis is None : axis = plt . gca ( ) xmin , xmax = axis . get_xlim ( ) if axis . get_xscale ( ) == 'log' : try : return [ 10. ** ( np . log10 ( xmin ) + i * ( np . log10 ( xmax ) - np . log10 ( xmin ) ) ) if i is not None else i for i in x ] except : return 10. ** ( np . log10 ( ...
r Transform relative x - coordinates to absolute x - coordinates . Relative coordinates correspond to a fraction of the relevant axis . Be sure to set the limits and scale before calling this function!
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def subplots ( scale_x = None , scale_y = None , scale = None , ** kwargs ) : r if 'figsize' in kwargs : return plt . subplots ( ** kwargs ) width , height = mpl . rcParams [ 'figure.figsize' ] if scale is not None : width *= scale height *= scale if scale_x is not None : width *= scale_x if scale_y is not None : heigh...
r Run matplotlib . pyplot . subplots with figsize set to the correct multiple of the default .
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def plot ( x , y , units = 'absolute' , axis = None , ** kwargs ) : r if axis is None : axis = plt . gca ( ) if units . lower ( ) == 'relative' : x = rel2abs_x ( x , axis ) y = rel2abs_y ( y , axis ) return axis . plot ( x , y , ** kwargs )
r Plot .
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def plot_powerlaw ( exp , startx , starty , width = None , ** kwargs ) : r endx = kwargs . pop ( 'endx' , None ) endy = kwargs . pop ( 'endy' , None ) height = kwargs . pop ( 'height' , None ) units = kwargs . pop ( 'units' , 'relative' ) axis = kwargs . pop ( 'axis' , plt . gca ( ) ) if axis . get_xscale ( ) != 'log' ...
r Plot a power - law .
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def histogram_bin_edges_minwidth ( min_width , bins ) : r if min_width is None : return bins if min_width is False : return bins while True : idx = np . where ( np . diff ( bins ) < min_width ) [ 0 ] if len ( idx ) == 0 : return bins idx = idx [ 0 ] if idx + 1 == len ( bins ) - 1 : bins = np . hstack ( ( bins [ : ( idx...
r Merge bins with right - neighbour until each bin has a minimum width .
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def histogram_bin_edges_mincount ( data , min_count , bins ) : r if min_count is None : return bins if min_count is False : return bins if type ( min_count ) != int : raise IOError ( '"min_count" must be an integer number' ) while True : P , _ = np . histogram ( data , bins = bins , density = False ) idx = np . where (...
r Merge bins with right - neighbour until each bin has a minimum number of data - points .
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def histogram_bin_edges ( data , bins = 10 , mode = 'equal' , min_count = None , integer = False , remove_empty_edges = True , min_width = None ) : r if mode == 'equal' : bin_edges = np . linspace ( np . min ( data ) , np . max ( data ) , bins + 1 ) elif mode == 'log' : bin_edges = np . logspace ( np . log10 ( np . min...
r Determine bin - edges .
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def hist ( P , edges , ** kwargs ) : r from matplotlib . collections import PatchCollection from matplotlib . patches import Polygon axis = kwargs . pop ( 'axis' , plt . gca ( ) ) cindex = kwargs . pop ( 'cindex' , None ) autoscale = kwargs . pop ( 'autoscale' , True ) kwargs . setdefault ( 'edgecolor' , 'k' ) if cinde...
r Plot histogram .
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def cdf ( data , mode = 'continuous' , ** kwargs ) : return ( np . linspace ( 0.0 , 1.0 , len ( data ) ) , np . sort ( data ) )
Return cumulative density .
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def patch ( * args , ** kwargs ) : from matplotlib . collections import PatchCollection from matplotlib . patches import Polygon if ( 'coor' not in kwargs or 'conn' not in kwargs ) : raise IOError ( 'Specify both "coor" and "conn"' ) axis = kwargs . pop ( 'axis' , plt . gca ( ) ) cindex = kwargs . pop ( 'cindex' , None...
Add patches to plot . The color of the patches is indexed according to a specified color - index .
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def cmd ( send , msg , args ) : if args [ 'type' ] == 'privmsg' : send ( 'Filters must be set in channels, not via private message.' ) return isadmin = args [ 'is_admin' ] ( args [ 'nick' ] ) parser = arguments . ArgParser ( args [ 'config' ] ) parser . add_argument ( '--channel' , nargs = '?' , default = args [ 'targe...
Changes the output filter .
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def inner ( self ) : inner_array = nd . morphology . binary_erosion ( self . bitmap ) return Region ( inner_array )
Region formed by taking non - border elements .
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def border ( self ) : border_array = self . bitmap - self . inner . bitmap return Region ( border_array )
Region formed by taking border elements .
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def convex_hull ( self ) : hull_array = skimage . morphology . convex_hull_image ( self . bitmap ) return Region ( hull_array )
Region representing the convex hull .
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def dilate ( self , iterations = 1 ) : dilated_array = nd . morphology . binary_dilation ( self . bitmap , iterations = iterations ) return Region ( dilated_array )
Return a dilated region .
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def cmd ( send , _ , args ) : guarded = args [ 'handler' ] . guarded if not guarded : send ( "Nobody is guarded." ) else : send ( ", " . join ( guarded ) )
Shows the currently guarded nicks .
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def mapColorRampToValues ( cls , colorRamp , minValue , maxValue , alpha = 1.0 ) : minRampIndex = 0 maxRampIndex = float ( len ( colorRamp ) - 1 ) if minValue != maxValue : slope = ( maxRampIndex - minRampIndex ) / ( maxValue - minValue ) intercept = maxRampIndex - ( slope * maxValue ) else : slope = 0 intercept = minR...
Creates color ramp based on min and max values of all the raster pixels from all rasters . If pixel value is one of the no data values it will be excluded in the color ramp interpolation . Returns colorRamp slope intercept
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def cmd ( send , msg , args ) : user = choice ( get_users ( args ) ) if msg : msg = " for " + msg msg = "blames " + user + msg send ( msg , 'action' )
Blames a random user for something .
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def set_default ( nick , location , session , send , apikey ) : if valid_location ( location , apikey ) : send ( "Setting default location" ) default = session . query ( Weather_prefs ) . filter ( Weather_prefs . nick == nick ) . first ( ) if default is None : default = Weather_prefs ( nick = nick , location = location...
Sets nick s default location to location .
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def cmd ( send , msg , _ ) : if not msg : msg = textutils . gen_word ( ) send ( textutils . gen_slogan ( msg ) )
Gets a slogan .
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def evolve ( self , years ) : world_file = fldr + os . sep + self . name + '.txt' self . build_base ( ) self . world . add_mountains ( ) self . add_life ( ) self . world . grd . save ( world_file ) print ( 'TODO - run ' + str ( years ) + ' years' )
run the evolution of the planet to see how it looks after years
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def build_base ( self ) : self . world = my_world . World ( self . grid_height , self . grid_width , [ ' ' , 'x' , '#' ] ) perc_land = ( self . lava + ( self . wind / 10 ) + ( self . rain / 20 ) + ( self . sun / 10 ) ) * 100 perc_sea = ( 100 - perc_land ) perc_blocked = ( self . lava / 10 ) * 100 self . world . build_r...
create a base random land structure using the AIKIF world model
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def url ( self ) : url = u'{home_url}{permalink}' . format ( home_url = settings . HOME_URL , permalink = self . _permalink ) url = re . sub ( r'/{2,}' , r'/' , url ) return url
The site - relative URL to the post .
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def content ( self ) : content_list = wrap_list ( self . _content_preprocessed ) content_list . extend ( self . _content_stash ) content_to_render = '\n' . join ( content_list ) return typogrify ( self . content_renderer . render ( content_to_render , self . format ) )
The post s content in HTML format .
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def is_published ( self ) : return self . status == Status . published and self . timestamp <= arrow . now ( )
True if the post is published False otherwise .
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def is_pending ( self ) : return self . status == Status . published and self . timestamp >= arrow . now ( )
True if the post is marked as published but has a timestamp set in the future .
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def set_finalized_content ( self , content , caller_class ) : caller = caller_class . get_name ( ) if hasattr ( caller_class , 'get_name' ) else unicode ( caller_class ) if not FinalizationPlugin . is_enabled ( ) : logger . warning ( "A plugin is trying to modify the post content but the FINALIZE_METADATA setting is " ...
Plugins can call this method to modify post content that is written back to source post files . This method can be called at any time by anyone but it has no effect if the caller is not granted the MODIFY_RAW_POST permission in the Engineer configuration .
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def all_tags ( self ) : tags = set ( ) for post in self : tags . update ( post . tags ) return list ( tags )
Returns a list of all the unique tags as strings that posts in the collection have .