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def debug_btn_clicked ( self , widget , data = None ) : """Event in case that debug button is pressed ."""
self . store . clear ( ) self . thread = threading . Thread ( target = self . logs_update ) self . thread . start ( )
def add_dynamic_kb ( kbname , tag , collection = "" , searchwith = "" ) : """A convenience method ."""
kb_id = add_kb ( kb_name = kbname , kb_type = 'dynamic' ) save_kb_dyn_config ( kb_id , tag , searchwith , collection ) return kb_id
def send_media_group ( self , chat_id , media , disable_notification = None , reply_to_message_id = None ) : """Use this method to send a group of photos or videos as an album . On success , an array of the sent Messages is returned . https : / / core . telegram . org / bots / api # sendmediagroup Parameters : ...
from pytgbot . api_types . sendable . input_media import InputMediaPhoto from pytgbot . api_types . sendable . input_media import InputMediaVideo assert_type_or_raise ( chat_id , ( int , unicode_type ) , parameter_name = "chat_id" ) assert_type_or_raise ( media , ( list , list ) , parameter_name = "media" ) assert_type...
def context_info ( zap_helper , context_name ) : """Get info about the given context ."""
with zap_error_handler ( ) : info = zap_helper . get_context_info ( context_name ) console . info ( 'ID: {}' . format ( info [ 'id' ] ) ) console . info ( 'Name: {}' . format ( info [ 'name' ] ) ) console . info ( 'Authentication type: {}' . format ( info [ 'authType' ] ) ) console . info ( 'Included regexes: {}' ....
def createvaluesdict ( self ) : """function processes the / proc / cpuinfo file , use file = / sys to use kernel > = 4.13 location : return : dictionary used as the full - text output for the module"""
cpus_offline = 0 if self . file == '/sys' : with open ( '/sys/devices/system/cpu/online' ) as f : line = f . readline ( ) cpus_online = [ int ( cpu ) for cpu in line . split ( ',' ) if cpu . find ( '-' ) < 0 ] cpus_online_range = [ cpu_range for cpu_range in line . split ( ',' ) if cpu_range...
def delimit_words ( string : str ) -> Generator [ str , None , None ] : """Delimit a string at word boundaries . > > > import uqbar . strings > > > list ( uqbar . strings . delimit _ words ( " i want to believe " ) ) [ ' i ' , ' want ' , ' to ' , ' believe ' ] > > > list ( uqbar . strings . delimit _ words ...
# TODO : Reimplement this wordlike_characters = ( "<" , ">" , "!" ) current_word = "" for i , character in enumerate ( string ) : if ( not character . isalpha ( ) and not character . isdigit ( ) and character not in wordlike_characters ) : if current_word : yield current_word current...
def getDocFactory ( self , fragmentName , default = None ) : """For a given fragment , return a loaded Nevow template . @ param fragmentName : the name of the template ( can include relative paths ) . @ param default : a default loader ; only used if provided and the given fragment name cannot be resolved ....
if fragmentName in self . cachedLoaders : return self . cachedLoaders [ fragmentName ] segments = fragmentName . split ( '/' ) segments [ - 1 ] += '.html' file = self . directory for segment in segments : file = file . child ( segment ) if file . exists ( ) : loader = xmlfile ( file . path ) self . cach...
def import_all_modules ( package , skip = None , verbose = False , prefix = "" , depth = 0 ) : """Recursively imports all subpackages , modules , and submodules of a given package . ' package ' should be an imported package , not a string . ' skip ' is a list of modules or subpackages not to import ."""
skip = [ ] if skip is None else skip for ff , modname , ispkg in pkgutil . walk_packages ( path = package . __path__ , prefix = prefix , onerror = lambda x : None ) : if ff . path not in package . __path__ [ 0 ] : # Solves weird bug continue if verbose : print ( '\t' * depth , modname ) if m...
def show_prediction ( self , ** kwargs ) : """Call : func : ` eli5 . show _ prediction ` for the locally - fit classification pipeline . Keyword arguments are passed to : func : ` eli5 . show _ prediction ` . : func : ` fit ` must be called before using this method ."""
self . _fix_target_names ( kwargs ) return eli5 . show_prediction ( self . clf_ , self . doc_ , vec = self . vec_ , ** kwargs )
def childAtPath ( self , path ) : """Get a child at I { path } where I { path } is a ( / ) separated list of element names that are expected to be children . @ param path : A ( / ) separated list of element names . @ type path : basestring @ return : The leaf node at the end of I { path } @ rtype : L { El...
if self . __root is None : return None if path [ 0 ] == '/' : path = path [ 1 : ] path = path . split ( '/' , 1 ) if self . getChild ( path [ 0 ] ) is None : return None if len ( path ) > 1 : return self . __root . childAtPath ( path [ 1 ] ) else : return self . __root
def filter_edges ( graph : BELGraph , edge_predicates : EdgePredicates ) -> EdgeIterator : """Apply a set of filters to the edges iterator of a BEL graph . : return : An iterable of edges that pass all predicates"""
compound_edge_predicate = and_edge_predicates ( edge_predicates = edge_predicates ) for u , v , k in graph . edges ( keys = True ) : if compound_edge_predicate ( graph , u , v , k ) : yield u , v , k
def dump_json_body ( handler ) : """Automatically serialize response bodies with json . dumps . Returns a 500 error if the response cannot be serialized Usage : : > > > from lambda _ decorators import dump _ json _ body > > > @ dump _ json _ body . . . def handler ( event , context ) : . . . return { ' ...
@ wraps ( handler ) def wrapper ( event , context ) : response = handler ( event , context ) if 'body' in response : try : response [ 'body' ] = json . dumps ( response [ 'body' ] ) except Exception as exception : return { 'statusCode' : 500 , 'body' : str ( exception ) }...
def setup_deploy_key ( keypath = 'github_deploy_key' , key_ext = '.enc' , env_name = 'DOCTR_DEPLOY_ENCRYPTION_KEY' ) : """Decrypts the deploy key and configures it with ssh The key is assumed to be encrypted as keypath + key _ ext , and the encryption key is assumed to be set in the environment variable ` ` e...
key = os . environ . get ( env_name , os . environ . get ( "DOCTR_DEPLOY_ENCRYPTION_KEY" , None ) ) if not key : raise RuntimeError ( "{env_name} or DOCTR_DEPLOY_ENCRYPTION_KEY environment variable is not set. Make sure you followed the instructions from 'doctr configure' properly. You may need to re-run 'doctr con...
def make_instance ( self , command ) : """Create and initialize an instance of a user - defined class . command must be a string in the form : ( < instance - name > of < class - name > < slot - override > * ) < slot - override > : = = ( < slot - name > < constant > * ) Python equivalent of the CLIPS make - ...
ist = lib . EnvMakeInstance ( self . _env , command . encode ( ) ) if ist == ffi . NULL : raise CLIPSError ( self . _env ) return Instance ( self . _env , ist )
def memoize ( fn ) : """Simple memoization decorator for functions and methods , assumes that all arguments to the function can be hashed and compared ."""
memoized_values = { } @ wraps ( fn ) def wrapped_fn ( * args , ** kwargs ) : key = ( args , tuple ( sorted ( kwargs . items ( ) ) ) ) try : return memoized_values [ key ] except KeyError : memoized_values [ key ] = fn ( * args , ** kwargs ) return memoized_values [ key ] return wrapp...
def handle_heartbeat_response ( msg ) : """Process an internal heartbeat response message ."""
if not msg . gateway . is_sensor ( msg . node_id ) : return None handle_smartsleep ( msg ) msg . gateway . sensors [ msg . node_id ] . heartbeat = msg . payload msg . gateway . alert ( msg ) return None
def get_comparable_values_for_ordering ( self ) : """Return a tupple of values representing the unicity of the object"""
return ( 0 if self . position >= 0 else 1 , int ( self . position ) , str ( self . name ) , str ( self . description ) )
def checkout_create_push_branch ( repo , name ) : """Checkout this branch . Create it if necessary , and push it to origin ."""
try : repo . git . checkout ( name ) _LOGGER . info ( "Checkout %s success" , name ) except GitCommandError : _LOGGER . info ( "Checkout %s was impossible (branch does not exist). Creating it and push it." , name ) checkout_and_create_branch ( repo , name ) repo . git . push ( 'origin' , name , set_...
def widget_from_tuple ( o ) : """Make widgets from a tuple abbreviation ."""
if _matches ( o , ( Real , Real ) ) : min , max , value = _get_min_max_value ( o [ 0 ] , o [ 1 ] ) if all ( isinstance ( _ , Integral ) for _ in o ) : cls = IntSlider else : cls = FloatSlider return cls ( value = value , min = min , max = max ) elif _matches ( o , ( Real , Real , Real ) ...
def _get_indexable_sentences ( document ) : """Parameters document : Text Article , book , paragraph , chapter , etc . Anything that is considered a document on its own . Yields str json representation of elasticsearch type sentence"""
def unroll_lists ( list_of_lists ) : for i in itertools . product ( * [ set ( j ) for j in list_of_lists ] ) : yield ' ' . join ( i ) sents = document . split_by_sentences ( ) for order , sent in enumerate ( sents ) : postags = list ( unroll_lists ( sent . postag_lists ) ) lemmas = list ( unroll_lis...
def close ( self ) : """Cleans up the export endpoint"""
publish = False exporterid = rsid = exception = export_ref = ed = None with self . __lock : if not self . __closed : exporterid = self . __exportref . get_export_container_id ( ) export_ref = self . __exportref rsid = self . __exportref . get_remoteservice_id ( ) ed = self . __export...
def merge_variables ( variables , ** kwargs ) : '''Concatenates Variables along row axis . Args : variables ( list ) : List of Variables to merge . Variables can have different names ( and all Variables that share a name will be concatenated together ) . Returns : A list of Variables .'''
var_dict = OrderedDict ( ) for v in variables : if v . name not in var_dict : var_dict [ v . name ] = [ ] var_dict [ v . name ] . append ( v ) return [ merge_variables ( vars_ , ** kwargs ) for vars_ in list ( var_dict . values ( ) ) ]
def _create_user ( self ) : """Create a new user"""
def error ( field , message ) : if field : message = "%s: %s" % ( field , message ) self . context . plone_utils . addPortalMessage ( message , 'error' ) return self . request . response . redirect ( self . context . absolute_url ( ) + "/login_details" ) form = self . request . form contact = self ....
def build_url ( host , path ) : """Builds a valid URL from a host and path which may or may not have slashes in the proper place . Does not conform to ` IETF RFC 1808 < https : / / tools . ietf . org / html / rfc1808 . html > ` _ but instead joins the host and path as given . Does not append any additional slas...
host += "/" if not host . endswith ( "/" ) else "" path = path . lstrip ( "/" ) return parse . urljoin ( host , path )
def offset ( self , position ) : """Offset of given position from stranded start of this locus . For example , if a Locus goes from 10 . . 20 and is on the negative strand , then the offset of position 13 is 7 , whereas if the Locus is on the positive strand , then the offset is 3."""
if position > self . end or position < self . start : raise ValueError ( "Position %d outside valid range %d..%d of %s" % ( position , self . start , self . end , self ) ) elif self . on_forward_strand : return position - self . start else : return self . end - position
def get_mimetype ( self , path ) : '''Get mimetype of given path calling all registered mime functions ( and default ones ) . : param path : filesystem path of file : type path : str : returns : mimetype : rtype : str'''
for fnc in self . _mimetype_functions : mime = fnc ( path ) if mime : return mime return mimetype . by_default ( path )
def sep ( self , p ) : """Angular spearation between objects in radians . Parameters p : AngularPosition The object to which the separation from the current object is to be calculated . Notes This method calls the function sep ( ) . See its docstring for details . See also sep"""
return sep ( self . alpha . r , self . delta . r , p . alpha . r , p . delta . r )
def _get_query_result ( query , raw_result , ** kwargs ) : """Get query results helper ."""
if raw_result : return query ( ** kwargs ) if kwargs : return QueryResult ( query , ** kwargs ) return query . result
def get_reqs ( which = "main" ) : """Gets requirements from all _ reqs with versions ."""
reqs = [ ] for req in all_reqs [ which ] : req_str = req + ">=" + ver_tuple_to_str ( min_versions [ req ] ) if req in version_strictly : req_str += ",<" + ver_tuple_to_str ( min_versions [ req ] [ : - 1 ] ) + "." + str ( min_versions [ req ] [ - 1 ] + 1 ) reqs . append ( req_str ) return reqs
def _download_rtd_zip ( rtd_version = None , ** kwargs ) : """Download and extract HTML ZIP from RTD to installed doc data path . Download is skipped if content already exists . Parameters rtd _ version : str or ` None ` RTD version to download ; e . g . , " latest " , " stable " , or " v2.6.0 " . If not ...
# https : / / github . com / ejeschke / ginga / pull / 451 # issuecomment - 298403134 if not toolkit . family . startswith ( 'qt' ) : raise ValueError ( 'Downloaded documentation not compatible with {} ' 'UI toolkit browser' . format ( toolkit . family ) ) if rtd_version is None : rtd_version = _find_rtd_versio...
def pdf_link ( self , link_f , y , Y_metadata = None ) : """Likelihood function given link ( f ) . . math : : \\ ln p ( y _ { i } | \\ lambda ( f _ { i } ) ) = - \\ frac { N \\ ln 2 \\ pi } { 2 } - \\ frac { \\ ln | K | } { 2 } - \\ frac { ( y _ { i } - \\ lambda ( f _ { i } ) ) ^ { T } \\ sigma ^ { - 2 } ( y _...
# Assumes no covariance , exp , sum , log for numerical stability return np . exp ( np . sum ( np . log ( stats . norm . pdf ( y , link_f , np . sqrt ( self . variance ) ) ) ) )
def check ( self , pointer , expected , raise_onerror = False ) : """Check if value exists into object . : param pointer : the path to search in : param expected : the expected value : param raise _ onerror : should raise on error ? : return : boolean"""
obj = self . document for token in Pointer ( pointer ) : try : obj = token . extract ( obj , bypass_ref = True ) except ExtractError as error : if raise_onerror : raise Error ( * error . args ) logger . exception ( error ) return False return obj == expected
def read_all ( filename ) : """Reads the serialized objects from disk . Caller must wrap objects in appropriate Python wrapper classes . : param filename : the file with the serialized objects : type filename : str : return : the list of JB _ OBjects : rtype : list"""
array = javabridge . static_call ( "Lweka/core/SerializationHelper;" , "readAll" , "(Ljava/lang/String;)[Ljava/lang/Object;" , filename ) if array is None : return None else : return javabridge . get_env ( ) . get_object_array_elements ( array )
def remote ( fn , name = None , types = None ) : """Decorator that adds a remote attribute to a function . fn - - function being decorated name - - aliased name of the function , used for remote proxies types - - a argument type specifier , can be used to ensure arguments are of the correct type"""
if not name : name = fn . __name__ fn . remote = { "name" : name , "types" : types } return fn
def peeklist ( self , fmt , ** kwargs ) : """Interpret next bits according to format string ( s ) and return list . fmt - - One or more strings with comma separated tokens describing how to interpret the next bits in the bitstring . kwargs - - A dictionary or keyword - value pairs - the keywords used in the ...
pos = self . _pos return_values = self . readlist ( fmt , ** kwargs ) self . _pos = pos return return_values
def store_mo ( self , state , new_mo , overwrite = True ) : # pylint : disable = unused - argument """Stores a memory object . : param new _ mo : the memory object : param overwrite : whether to overwrite objects already in memory ( if false , just fill in the holes )"""
start , end = self . _resolve_range ( new_mo ) if overwrite : self . store_overwrite ( state , new_mo , start , end ) else : self . store_underwrite ( state , new_mo , start , end )
def compute_distance_matrix ( points ) : """Return a matrix of distance ( in meters ) between every point in a given list of ( lat , lon ) location tuples ."""
n = len ( points ) return [ [ 1000 * great_circle_distance ( points [ i ] , points [ j ] ) for j in range ( n ) ] for i in range ( n ) ]
def post ( self , request , format = None ) : """validate password change operation and return result"""
serializer_class = self . get_serializer_class ( ) serializer = serializer_class ( data = request . data , instance = request . user ) if serializer . is_valid ( ) : serializer . save ( ) return Response ( { 'detail' : _ ( u'Password successfully changed' ) } ) return Response ( serializer . errors , status = 4...
def _writeBlock ( self ) : """Write a block of data to the remote writer"""
if self . interrupted or self . fp is None : if self . debug : log . msg ( 'WorkerFileUploadCommand._writeBlock(): end' ) return True length = self . blocksize if self . remaining is not None and length > self . remaining : length = self . remaining if length <= 0 : if self . stderr is None : ...
def bipart ( func , seq ) : r"""Like a partitioning version of ` filter ` . Returns ` ` [ itemsForWhichFuncReturnedFalse , itemsForWhichFuncReturnedTrue ] ` ` . Example : > > > bipart ( bool , [ 1 , None , 2,3,0 , [ ] , [ 0 ] ] ) [ [ None , 0 , [ ] ] , [ 1 , 2 , 3 , [ 0 ] ] ]"""
if func is None : func = bool res = [ [ ] , [ ] ] for i in seq : res [ not not func ( i ) ] . append ( i ) return res
def get_csv_import_info ( self , path ) : """Launches the csv dialog and returns csv _ info csv _ info is a tuple of dialect , has _ header , digest _ types Parameters path : String \t File path of csv file"""
csvfilename = os . path . split ( path ) [ 1 ] try : filterdlg = CsvImportDialog ( self . main_window , csvfilepath = path ) except csv . Error , err : # Display modal warning dialog msg = _ ( "'{filepath}' does not seem to be a valid CSV file.\n \n" "Opening it yielded the error:\n{error}" ) msg = msg . fo...
def handle ( self , message ) : '''Attempts to send a message to the specified destination in Discord . Extends Legobot . Lego . handle ( ) Args : message ( Legobot . Message ) : message w / metadata to send .'''
logger . debug ( message ) if Utilities . isNotEmpty ( message [ 'metadata' ] [ 'opts' ] ) : target = message [ 'metadata' ] [ 'opts' ] [ 'target' ] self . botThread . create_message ( target , message [ 'text' ] )
def toggle_view ( self , checked ) : """Toggle view"""
if checked : self . dockwidget . show ( ) self . dockwidget . raise_ ( ) # Start a client in case there are none shown if not self . clients : if self . main . is_setting_up : self . create_new_client ( give_focus = False ) else : self . create_new_client ( give_f...
def draw_text ( self , content ) : """Draws text cell content to context"""
wx2pango_alignment = { "left" : pango . ALIGN_LEFT , "center" : pango . ALIGN_CENTER , "right" : pango . ALIGN_RIGHT , } cell_attributes = self . code_array . cell_attributes [ self . key ] angle = cell_attributes [ "angle" ] if angle in [ - 90 , 90 ] : rect = self . rect [ 1 ] , self . rect [ 0 ] , self . rect [ 3...
def fbpe_key ( code ) : """input : ' S0102-67202009000300001' output : ' S0102-6720(09)000300001'"""
begin = code [ 0 : 10 ] year = code [ 12 : 14 ] end = code [ 14 : ] return '%s(%s)%s' % ( begin , year , end )
def export ( self , node ) : """Return JSON for tree starting at ` node ` ."""
dictexporter = self . dictexporter or DictExporter ( ) data = dictexporter . export ( node ) return json . dumps ( data , ** self . kwargs )
def validate_clip_with_axis ( axis , args , kwargs ) : """If ' NDFrame . clip ' is called via the numpy library , the third parameter in its signature is ' out ' , which can takes an ndarray , so check if the ' axis ' parameter is an instance of ndarray , since ' axis ' itself should either be an integer or N...
if isinstance ( axis , ndarray ) : args = ( axis , ) + args axis = None validate_clip ( args , kwargs ) return axis
def parse_route_spec_config ( data ) : """Parse and sanity check the route spec config . The config data is a blob of JSON that needs to be in this format : " < CIDR - 1 > " : [ " host - 1 - ip " , " host - 2 - ip " , " host - 3 - ip " ] , " < CIDR - 2 > " : [ " host - 4 - ip " , " host - 5 - ip " ] , " < C...
# Sanity checking on the data object if type ( data ) is not dict : raise ValueError ( "Expected dictionary at top level" ) try : for k , v in data . items ( ) : utils . ip_check ( k , netmask_expected = True ) if type ( v ) is not list : raise ValueError ( "Expect list of IPs as val...
def _ParseFileHeader ( self , file_object ) : """Parses the file header . Args : file _ object ( dfvfs . FileIO ) : a file - like object to parse . Raises : ParseError : if the file header cannot be read ."""
file_header_map = self . _GetDataTypeMap ( 'chrome_cache_data_block_file_header' ) try : file_header , _ = self . _ReadStructureFromFileObject ( file_object , 0 , file_header_map ) except ( ValueError , errors . ParseError ) as exception : raise errors . ParseError ( 'Unable to parse data block file header with...
def deserialize_property ( value : Any ) -> Any : """Deserializes a single protobuf value ( either ` Struct ` or ` ListValue ` ) into idiomatic Python values ."""
if value == UNKNOWN : return None # ListValues are projected to lists if isinstance ( value , struct_pb2 . ListValue ) : return [ deserialize_property ( v ) for v in value ] # Structs are projected to dictionaries if isinstance ( value , struct_pb2 . Struct ) : return deserialize_properties ( value ) # Ever...
def Nu_sphere_Churchill ( Pr , Gr ) : r'''Calculates Nusselt number for natural convection around a sphere according to the Churchill [ 1 ] _ correlation . Sphere must be isothermal . . . math : : Nu _ D = 2 + \ frac { 0.589Ra _ D ^ { 1/4 } } { \ left [ 1 + ( 0.469 / Pr ) ^ { 9/16 } \ right ] ^ { 4/9 } } \ ...
Ra = Pr * Gr Nu = 2 + ( 0.589 * Ra ** 0.25 / ( 1 + ( 0.469 / Pr ) ** ( 9 / 16. ) ) ** ( 4 / 9. ) * ( 1 + 7.44E-8 * Ra / ( 1 + ( 0.469 / Pr ) ** ( 9 / 16. ) ) ** ( 16 / 9. ) ) ** ( 1 / 12. ) ) return Nu
def is_meta_url ( attr , attrs ) : """Check if the meta attributes contain a URL ."""
res = False if attr == "content" : equiv = attrs . get_true ( 'http-equiv' , u'' ) . lower ( ) scheme = attrs . get_true ( 'scheme' , u'' ) . lower ( ) res = equiv in ( u'refresh' , ) or scheme in ( u'dcterms.uri' , ) if attr == "href" : rel = attrs . get_true ( 'rel' , u'' ) . lower ( ) res = rel i...
def zeta ( x , context = None ) : """Return the value of the Riemann zeta function on x ."""
return _apply_function_in_current_context ( BigFloat , mpfr . mpfr_zeta , ( BigFloat . _implicit_convert ( x ) , ) , context , )
def p ( i , sample_size , weights ) : """Given a weighted set and sample size return the probabilty that the weight ` i ` will be present in the sample . Created to test the output of the ` SomeOf ` maker class . The math was provided by Andy Blackshaw - thank you dad : )"""
# Determine the initial pick values weight_i = weights [ i ] weights_sum = sum ( weights ) # Build a list of weights that don ' t contain the weight ` i ` . This list will # be used to build the possible picks before weight ` i ` . other_weights = list ( weights ) del other_weights [ i ] # Calculate the probability pro...
def put_content ( self , content ) : """Makes a ` ` PUT ` ` request with the content in the body . : raise : An : exc : ` requests . RequestException ` if it is not 2xx ."""
r = requests . request ( self . method if self . method else 'PUT' , self . url , data = content , ** self . storage_args ) if self . raise_for_status : r . raise_for_status ( )
def to_dict ( self ) : """Return dict representation of public key to embed in DID document ."""
return { 'id' : self . id , 'type' : str ( self . type . ver_type ) , 'controller' : canon_ref ( self . did , self . controller ) , ** self . type . specification ( self . value ) }
def join ( iterable , sep ) : """Like str . join , but yields an iterable ."""
i = 0 for i , item in enumerate ( iterable ) : if i == 0 : yield item else : yield sep yield item
def _properties_element ( self , parent_element ) : """Returns properties XML element ."""
testsuites_properties = etree . SubElement ( parent_element , "properties" ) etree . SubElement ( testsuites_properties , "property" , { "name" : "polarion-testrun-id" , "value" : str ( self . testrun_id ) } , ) etree . SubElement ( testsuites_properties , "property" , { "name" : "polarion-project-id" , "value" : str (...
def RegisterCheck ( cls , check , source = "unknown" , overwrite_if_exists = False ) : """Adds a check to the registry , refresh the trigger to check map ."""
if not overwrite_if_exists and check . check_id in cls . checks : raise DefinitionError ( "Check named %s already exists and " "overwrite_if_exists is set to False." % check . check_id ) check . loaded_from = source cls . checks [ check . check_id ] = check cls . triggers . Update ( check . triggers , check )
def getTypeStr ( _type ) : r"""Gets the string representation of the given type ."""
if isinstance ( _type , CustomType ) : return str ( _type ) if hasattr ( _type , '__name__' ) : return _type . __name__ return ''
def make_basic_table ( self , file_type ) : """Create table of key - value items in ' file _ type ' ."""
table_data = { sample : items [ 'kv' ] for sample , items in self . mod_data [ file_type ] . items ( ) } table_headers = { } for column_header , ( description , header_options ) in file_types [ file_type ] [ 'kv_descriptions' ] . items ( ) : table_headers [ column_header ] = { 'rid' : '{}_{}_bbmstheader' . format (...
def to_annot ( self , annot , category , name , s_freq = 512 ) : """Write matched events to Wonambi XML file for visualization . Parameters annot : instance of Annotations Annotations file category : str ' tp _ cons ' , ' tp _ det ' , ' tp _ std ' , ' fp ' or ' fn ' name : str name for the event type ...
if 'tp_cons' == category : cons = consensus ( ( self . detection , self . standard ) , 1 , s_freq ) events = cons . events elif 'tp_det' == category : events = asarray ( self . detection ) [ self . tp . any ( axis = 1 ) ] elif 'tp_std' == category : events = asarray ( self . standard ) [ self . tp . any...
def list_all_quantities ( self , include_native = False , with_info = False ) : """Return a list of all available quantities in this catalog . If * include _ native * is ` True ` , includes native quantities . If * with _ info * is ` True ` , return a dict with quantity info . See also : list _ all _ native _...
q = set ( self . _quantity_modifiers ) if include_native : q . update ( self . _native_quantities ) return { k : self . get_quantity_info ( k ) for k in q } if with_info else list ( q )
def main ( ) : """Main entry point for CLI commands ."""
options = docopt ( __doc__ , version = __version__ ) if options [ 'segment' ] : segment ( options [ '<file>' ] , options [ '--output' ] , options [ '--target-duration' ] , options [ '--mpegts' ] , )
def reconstruct_indices ( self ) : """Reconstruct word indices in case of word removals . Vocabulary does not handle empty indices when words are removed , hence it need to be told explicity about when to reconstruct them ."""
del self . i2f , self . f2i self . f2i , self . i2f = { } , { } for i , w in enumerate ( self . words ) : self . f2i [ w ] = i self . i2f [ i ] = w
def _get_example_csv ( self ) : """For dimension parsing"""
station_key = self . json [ "station" ] [ 0 ] [ "key" ] period = "corrected-archive" url = self . url . replace ( ".json" , "/station/{}/period/{}/data.csv" . format ( station_key , period ) ) r = requests . get ( url ) if r . status_code == 200 : return DataCsv ( ) . from_string ( r . content ) else : raise Ex...
def get_attribute_item_groups ( network_id , attr_id , ** kwargs ) : """Get all the group items in a network with a given attribute _ id"""
user_id = kwargs . get ( 'user_id' ) network_i = _get_network ( network_id ) network_i . check_read_permission ( user_id ) group_items_i = db . DBSession . query ( AttrGroupItem ) . filter ( AttrGroupItem . network_id == network_id , AttrGroupItem . attr_id == attr_id ) . all ( ) return group_items_i
def get_blobs_zip ( self , blob_ids , repository_id , project = None , filename = None , ** kwargs ) : """GetBlobsZip . [ Preview API ] Gets one or more blobs in a zip file download . : param [ str ] blob _ ids : Blob IDs ( SHA1 hashes ) to be returned in the zip file . : param str repository _ id : The name ...
route_values = { } if project is not None : route_values [ 'project' ] = self . _serialize . url ( 'project' , project , 'str' ) if repository_id is not None : route_values [ 'repositoryId' ] = self . _serialize . url ( 'repository_id' , repository_id , 'str' ) query_parameters = { } if filename is not None : ...
def save ( self , * args ) : """Put text in my store , return True if it changed"""
if self . name_wid is None or self . store is None : Logger . debug ( "{}: Not saving, missing name_wid or store" . format ( type ( self ) . __name__ ) ) return if not ( self . name_wid . text or self . name_wid . hint_text ) : Logger . debug ( "{}: Not saving, no name" . format ( type ( self ) . __name__ )...
def _migrate_resource ( instance , migrations , version = '' ) : """Migrate a resource instance Subresources are migrated first , then the resource is recursively migrated : param instance : a perch . Document instance : param migrations : the migrations for a resource : param version : the current resource...
if version not in migrations : return instance instance = _migrate_subresources ( instance , migrations [ version ] [ 'subresources' ] ) for migration in migrations [ version ] [ 'migrations' ] : instance = migration ( instance ) instance . _resource [ 'doc_version' ] = unicode ( migration . version ) i...
def eval_fieldnames ( string_ , varname = "fieldnames" ) : """Evaluates string _ , must evaluate to list of strings . Also converts field names to uppercase"""
ff = eval ( string_ ) if not isinstance ( ff , list ) : raise RuntimeError ( "{0!s} must be a list" . format ( varname ) ) if not all ( [ isinstance ( x , str ) for x in ff ] ) : raise RuntimeError ( "{0!s} must be a list of strings" . format ( varname ) ) ff = [ x . upper ( ) for x in ff ] return ff
def get_cim_ns ( namespaces ) : """Tries to obtain the CIM version from the given map of namespaces and returns the appropriate * nsURI * and * packageMap * ."""
try : ns = namespaces [ 'cim' ] if ns . endswith ( '#' ) : ns = ns [ : - 1 ] except KeyError : ns = '' logger . error ( 'No CIM namespace defined in input file.' ) CIM16nsURI = 'http://iec.ch/TC57/2013/CIM-schema-cim16' nsuri = ns import CIM14 , CIM15 if ns == CIM14 . nsURI : ns = 'CIM14' el...
def find_peaks ( signal ) : """Locate peaks based on derivative . Parameters signal : list or array Signal . Returns peaks : array An array containing the peak indices . Example > > > signal = np . sin ( np . arange ( 0 , np . pi * 10 , 0.05 ) ) > > > peaks = nk . find _ peaks ( signal ) > > > n...
derivative = np . gradient ( signal , 2 ) peaks = np . where ( np . diff ( np . sign ( derivative ) ) ) [ 0 ] return ( peaks )
def _param_grad_helper ( self , dL_dK , X , X2 , target ) : """derivative of the covariance matrix with respect to the parameters ."""
if X2 is None : X2 = X dist = np . abs ( X - X2 . T ) ly = 1 / self . lengthscaleY lu = np . sqrt ( 3 ) / self . lengthscaleU # ly = self . lengthscaleY # lu = self . lengthscaleU dk1theta1 = np . exp ( - ly * dist ) * 2 * ( - lu ) / ( lu + ly ) ** 3 # c = np . sqrt ( 3) # t1 = c / lu # t2 = 1 / ly # dk1theta1 = np...
def readTable ( self , tableName ) : """Read the table corresponding to the specified name , equivalent to the AMPL statement : . . code - block : : ampl read table tableName ; Args : tableName : Name of the table to be read ."""
lock_and_call ( lambda : self . _impl . readTable ( tableName ) , self . _lock )
def attribute ( self , value ) : """Setter for * * self . _ _ attribute * * attribute . : param value : Attribute value . : type value : unicode"""
if value is not None : assert type ( value ) is unicode , "'{0}' attribute: '{1}' type is not 'unicode'!" . format ( "attribute" , value ) self . __attribute = value
def draw_graph ( adata , layout = None , ** kwargs ) -> Union [ Axes , List [ Axes ] , None ] : """Scatter plot in graph - drawing basis . Parameters { adata _ color _ etc } layout : { { ' fa ' , ' fr ' , ' drl ' , . . . } } , optional ( default : last computed ) One of the ` draw _ graph ` layouts , see ...
if layout is None : layout = str ( adata . uns [ 'draw_graph' ] [ 'params' ] [ 'layout' ] ) basis = 'draw_graph_' + layout if 'X_' + basis not in adata . obsm_keys ( ) : raise ValueError ( 'Did not find {} in adata.obs. Did you compute layout {}?' . format ( 'draw_graph_' + layout , layout ) ) return plot_scatt...
def render ( C , styles , margin = '' , indent = '\t' ) : """output css text from styles . margin is what to put at the beginning of every line in the output . indent is how much to indent indented lines ( such as inside braces ) ."""
from unum import Unum s = "" # render the css text for k in styles . keys ( ) : s += margin if type ( styles [ k ] ) == Unum : s += k + ' ' + str ( styles [ k ] ) + ';' elif type ( styles [ k ] ) in [ str , String ] : s += k + ' ' + styles [ k ] + ';' elif type ( styles [ k ] ) in [ dict...
def _set_flexport ( self , v , load = False ) : """Setter method for flexport , mapped from YANG variable / hardware / flexport ( list ) If this variable is read - only ( config : false ) in the source YANG file , then _ set _ flexport is considered as a private method . Backends looking to populate this vari...
if hasattr ( v , "_utype" ) : v = v . _utype ( v ) try : t = YANGDynClass ( v , base = YANGListType ( "id" , flexport . flexport , yang_name = "flexport" , rest_name = "flexport" , parent = self , is_container = 'list' , user_ordered = False , path_helper = self . _path_helper , yang_keys = 'id' , extensions = ...
def set_pubnote ( self , pubnote ) : """Parse pubnote and populate correct fields ."""
if 'publication_info' in self . obj . get ( 'reference' , { } ) : self . add_misc ( u'Additional pubnote: {}' . format ( pubnote ) ) return if self . RE_VALID_PUBNOTE . match ( pubnote ) : pubnote = split_pubnote ( pubnote ) pubnote = convert_old_publication_info_to_new ( [ pubnote ] ) [ 0 ] self . ...
def construct ( self , method , lowcut , highcut , samp_rate , filt_order , prepick , save_progress = False , ** kwargs ) : """Generate a Tribe of Templates . See : mod : ` eqcorrscan . core . template _ gen ` for available methods . : param method : Method of Tribe generation . : param kwargs : Arguments for...
templates , catalog , process_lengths = template_gen . template_gen ( method = method , lowcut = lowcut , highcut = highcut , filt_order = filt_order , samp_rate = samp_rate , prepick = prepick , return_event = True , save_progress = save_progress , ** kwargs ) for template , event , process_len in zip ( templates , ca...
def touch ( self ) : """Touch all of the related models for the relationship ."""
column = self . get_related ( ) . get_updated_at_column ( ) self . raw_update ( { column : self . get_related ( ) . fresh_timestamp ( ) } )
def copy_random_pointer_v2 ( head ) : """: type head : RandomListNode : rtype : RandomListNode"""
copy = defaultdict ( lambda : RandomListNode ( 0 ) ) copy [ None ] = None node = head while node : copy [ node ] . label = node . label copy [ node ] . next = copy [ node . next ] copy [ node ] . random = copy [ node . random ] node = node . next return copy [ head ]
def get_resources ( self , request , ** resources ) : """Parse resource objects from URL and request . : return dict : Resources ."""
if self . parent : resources = self . parent . get_resources ( request , ** resources ) pks = ( resources . get ( self . _meta . name ) or request . REQUEST . getlist ( self . _meta . name ) or getattr ( request , 'data' , None ) and request . data . get ( self . _meta . name ) ) if not pks or self . _meta . querys...
def search ( self , search_term , num_results , ** kwargs ) : """Gets x number of Google image result urls for a given search term . Arguments search _ term : str tearm to search for num _ results : int number of url results to return return [ ' url ' , ' url ' ]"""
results = [ ] count = 1 try : while len ( results ) <= num_results : search_results = self . service . cse ( ) . list ( q = search_term , cx = self . cse_id , searchType = "image" , fileType = self . file_type , start = count , ** kwargs ) . execute ( ) results . extend ( [ r [ 'link' ] for r in sea...
def xview ( self , * args ) : """Update inplace widgets position when doing horizontal scroll"""
self . after_idle ( self . __updateWnds ) ttk . Treeview . xview ( self , * args )
def normalize ( self , dt ) : """Clamp dt to every Nth : py : attr : ` ~ _ DatetimeParameterBase . interval ` starting at : py : attr : ` ~ _ DatetimeParameterBase . start ` ."""
if dt is None : return None dt = self . _convert_to_dt ( dt ) dt = dt . replace ( microsecond = 0 ) # remove microseconds , to avoid float rounding issues . delta = ( dt - self . start ) . total_seconds ( ) granularity = ( self . _timedelta * self . interval ) . total_seconds ( ) return dt - datetime . timedelta ( ...
def filter_on_wire_representation ( ava , acs , required = None , optional = None ) : """: param ava : A dictionary with attributes and values : param acs : List of tuples ( Attribute Converter name , Attribute Converter instance ) : param required : A list of saml . Attributes : param optional : A list of ...
acsdic = dict ( [ ( ac . name_format , ac ) for ac in acs ] ) if required is None : required = [ ] if optional is None : optional = [ ] res = { } for attr , val in ava . items ( ) : done = False for req in required : try : _name = acsdic [ req . name_format ] . _to [ attr ] ...
def _sort_lines ( self ) : """Haproxy writes its logs after having gathered all information related to each specific connection . A simple request can be really quick but others can be really slow , thus even if one connection is logged later , it could have been accepted before others that are already proc...
self . _valid_lines = sorted ( self . _valid_lines , key = lambda line : line . accept_date , )
def fill_rawq ( self ) : """Fill raw queue from exactly one recv ( ) system call . Set self . eof when connection is closed ."""
if self . irawq >= len ( self . rawq ) : self . rawq = b'' self . irawq = 0 # The buffer size should be fairly small so as to avoid quadratic # behavior in process _ rawq ( ) above buf = yield from self . _reader . read ( 50 ) self . eof = ( not buf ) self . rawq = self . rawq + buf
def get_all_player_ids ( ids = "shots" ) : """Returns a pandas DataFrame containing the player IDs used in the stats . nba . com API . Parameters ids : { " shots " | " all _ players " | " all _ data " } , optional Passing in " shots " returns a DataFrame that contains the player IDs of all players have sh...
url = "http://stats.nba.com/stats/commonallplayers?IsOnlyCurrentSeason=0&LeagueID=00&Season=2015-16" # get the web page response = requests . get ( url , headers = HEADERS ) response . raise_for_status ( ) # access ' resultSets ' , which is a list containing the dict with all the data # The ' header ' key accesses the ...
def vocab_counter ( args ) : """Calculate the vocabulary ."""
if isinstance ( args . input , TextFiles ) : v = CountedVocabulary . from_textfiles ( args . input , workers = args . workers ) else : v = CountedVocabulary . from_textfile ( args . input , workers = args . workers ) if args . min_count > 1 : v = v . min_count ( args . min_count ) if args . most_freq > 0 : ...
def open ( path , mode = None , ac_parser = None , ** options ) : """Open given configuration file with appropriate open flag . : param path : Configuration file path : param mode : Can be ' r ' and ' rb ' for reading ( default ) or ' w ' , ' wb ' for writing . Please note that even if you specify ' r ' or ...
psr = find ( path , forced_type = ac_parser ) if mode is not None and mode . startswith ( 'w' ) : return psr . wopen ( path , ** options ) return psr . ropen ( path , ** options )
def send_document ( self , peer : Peer , document : str , reply : int = None , on_success : callable = None , reply_markup : botapi . ReplyMarkup = None ) : """Send document to peer . : param peer : Peer to send message to . : param document : File path to document to send . : param reply : Message object or ...
pass
def constrain_property ( self , prop , ** kwargs ) : """Constrains property for each population See : func : ` vespa . stars . StarPopulation . constrain _ property ` ; all arguments passed to that function for each population ."""
if prop not in self . constraints : self . constraints . append ( prop ) for pop in self . poplist : try : pop . constrain_property ( prop , ** kwargs ) except AttributeError : logging . info ( '%s model does not have property stars.%s (constraint not applied)' % ( pop . model , prop ) )
def prepare ( self , hash , start , end , name , sources , sample = None ) : """Prepare a historics query which can later be started . Uses API documented at http : / / dev . datasift . com / docs / api / rest - api / endpoints / historicsprepare : param hash : The hash of a CSDL create the query for : type h...
if len ( sources ) == 0 : raise HistoricSourcesRequired ( ) if not isinstance ( sources , list ) : sources = [ sources ] params = { 'hash' : hash , 'start' : start , 'end' : end , 'name' : name , 'sources' : ',' . join ( sources ) } if sample : params [ 'sample' ] = sample return self . request . post ( 'pr...
def set_app_os_tag ( self , os_tag , app_tag , update_os , update_app ) : """Update the app and / or os tags ."""
update_os = bool ( update_os ) update_app = bool ( update_app ) if update_os : self . os_info = _unpack_version ( os_tag ) if update_app : self . app_info = _unpack_version ( app_tag ) return [ Error . NO_ERROR ]
def get_page ( pno , zoom = False , max_size = None , first = False ) : """Return a PNG image for a document page number ."""
dlist = dlist_tab [ pno ] # get display list of page number if not dlist : # create if not yet there dlist_tab [ pno ] = doc [ pno ] . getDisplayList ( ) dlist = dlist_tab [ pno ] r = dlist . rect # the page rectangle clip = r # ensure image fits screen : # exploit , but do not exceed width or height zoom_0 = 1...
def make_random_models_table ( n_sources , param_ranges , random_state = None ) : """Make a ` ~ astropy . table . Table ` containing randomly generated parameters for an Astropy model to simulate a set of sources . Each row of the table corresponds to a source whose parameters are defined by the column names ...
prng = check_random_state ( random_state ) sources = Table ( ) for param_name , ( lower , upper ) in param_ranges . items ( ) : # Generate a column for every item in param _ ranges , even if it # is not in the model ( e . g . flux ) . However , such columns will # be ignored when rendering the image . sources [ par...
def rmglob ( pattern : str ) -> None : """Deletes all files whose filename matches the glob ` ` pattern ` ` ( via : func : ` glob . glob ` ) ."""
for f in glob . glob ( pattern ) : os . remove ( f )