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def publish_results ( self , dist_dir , use_basename_prefix , vt , bundle_dir , archivepath , id , archive_ext ) : """Publish a copy of the bundle and archive from the results dir in dist ."""
# TODO ( from mateor ) move distdir management somewhere more general purpose . name = vt . target . basename if use_basename_prefix else id bundle_copy = os . path . join ( dist_dir , '{}-bundle' . format ( name ) ) absolute_symlink ( bundle_dir , bundle_copy ) self . context . log . info ( 'created bundle copy {}' . ...
def enqueue ( self , payload , interval , job_id , queue_id , queue_type = 'default' , requeue_limit = None ) : """Enqueues the job into the specified queue _ id of a particular queue _ type"""
# validate all the input if not is_valid_interval ( interval ) : raise BadArgumentException ( '`interval` has an invalid value.' ) if not is_valid_identifier ( job_id ) : raise BadArgumentException ( '`job_id` has an invalid value.' ) if not is_valid_identifier ( queue_id ) : raise BadArgumentException ( '`...
def create_window ( title , url = None , js_api = None , width = 800 , height = 600 , resizable = True , fullscreen = False , min_size = ( 200 , 100 ) , strings = { } , confirm_quit = False , background_color = '#FFFFFF' , text_select = False , frameless = False , debug = False ) : """Create a web view window using...
valid_color = r'^#(?:[0-9a-fA-F]{3}){1,2}$' if not re . match ( valid_color , background_color ) : raise ValueError ( '{0} is not a valid hex triplet color' . format ( background_color ) ) # Check if starting up from main thread ; if not , wait ; finally raise exception if current_thread ( ) . name == 'MainThread' ...
def post_copy_notes ( self , post_id , other_post_id ) : """Function to copy notes ( requires login ) . Parameters : post _ id ( int ) : other _ post _ id ( int ) : The id of the post to copy notes to ."""
return self . _get ( 'posts/{0}/copy_notes.json' . format ( post_id ) , { 'other_post_id' : other_post_id } , 'PUT' , auth = True )
def _decrement_current_byte ( self ) : """Decrements the value of the current byte at the pointer . If the result is below 0, then it will overflow to 255"""
# If the current byte is uninitialized , then decrementing it will make it the max cell size # Otherwise , if it ' s already at the minimum cell size , then it will also make it the max cell size if self . tape [ self . pointer ] is None or self . tape [ self . pointer ] == self . MIN_CELL_SIZE : self . tape [ self...
def _handle_request_exception ( self , e ) : """This method handle HTTPError exceptions the same as how tornado does , leave other exceptions to be handled by user defined handler function maped in class attribute ` EXCEPTION _ HANDLERS ` Common HTTP status codes : 200 OK 301 Moved Permanently 302 Found...
handle_func = self . _exception_default_handler if self . EXCEPTION_HANDLERS : for excs , func_name in self . EXCEPTION_HANDLERS . items ( ) : if isinstance ( e , excs ) : handle_func = getattr ( self , func_name ) break handle_func ( e ) if not self . _finished : self . finish (...
def crack_k_from_sigs ( generator , sig1 , val1 , sig2 , val2 ) : """Given two signatures with the same secret exponent and K value , return that K value ."""
# s1 = v1 / k1 + ( se * r1 ) / k1 # s2 = v2 / k2 + ( se * r2 ) / k2 # and k = k1 = k2 # so # k * s1 = v1 + ( se * r1) # k * s2 = v2 + ( se * r2) # so # k * s1 * r2 = r2 * v1 + ( se * r1 * r2) # k * s2 * r1 = r1 * v2 + ( se * r2 * r1) # so # k ( s1 * r2 - s2 * r1 ) = r2 * v1 - r1 * v2 # so # k = ( r2 * v1 - r1 * v2 ) / ...
def floyd_warshall ( self ) : '''API : floyd _ warshall ( self ) Description : Finds all pair shortest paths and stores it in a list of lists . This is possible if the graph does not have negative cycles . It will return a tuple with 3 elements . The first element indicates whether the graph has a negat...
nl = self . get_node_list ( ) el = self . get_edge_list ( ) # initialize distance distance = { } for i in nl : for j in nl : distance [ ( i , j ) ] = 'infinity' for i in nl : distance [ ( i , i ) ] = 0 for e in el : distance [ ( e [ 0 ] , e [ 1 ] ) ] = self . get_edge_cost ( e ) # = = end of distanc...
def _writer ( self ) : """Indefinitely checks the writer queue for data to write to socket ."""
while not self . closed : try : sock , data = self . _write_queue . get ( timeout = 0.1 ) self . _write_queue . task_done ( ) sock . send ( data ) except Empty : pass # nothing to write after timeout except socket . error as err : if err . errno == errno . EBA...
def handle ( cls , value , ** kwargs ) : """Split the supplied string on the given delimiter , providing a list . Format of value : < delimiter > : : < value > For example : Subnets : $ { split , : : subnet - 1 , subnet - 2 , subnet - 3} Would result in the variable ` Subnets ` getting a list consisting o...
try : delimiter , text = value . split ( "::" , 1 ) except ValueError : raise ValueError ( "Invalid value for split: %s. Must be in " "<delimiter>::<text> format." % value ) return text . split ( delimiter )
def checktype ( self , elt , ps ) : '''See if the type of the " elt " element is what we ' re looking for . Return the element ' s type . Parameters : elt - - the DOM element being parsed ps - - the ParsedSoap object .'''
typeName = _find_type ( elt ) if typeName is None or typeName == "" : return ( None , None ) # Parse the QNAME . prefix , typeName = SplitQName ( typeName ) uri = ps . GetElementNSdict ( elt ) . get ( prefix ) if uri is None : raise EvaluateException ( 'Malformed type attribute (bad NS)' , ps . Backtrace ( elt ...
def unpack_from ( cls , payload , expected_parts ) : """Unpack parts from payload"""
for num_part in iter_range ( expected_parts ) : hdr = payload . read ( cls . header_size ) try : part_header = PartHeader ( * cls . header_struct . unpack ( hdr ) ) except struct . error : raise InterfaceError ( "No valid part header" ) if part_header . payload_size % 8 != 0 : pa...
def reload_dependencies ( force = False ) : """Reloads all python modules that law depends on . Currently , this is just * luigi * and * six * . Unless * force * is * True * , multiple calls to this function will not have any effect ."""
global _reloaded_deps if _reloaded_deps and not force : return _reloaded_deps = True for mod in deps : six . moves . reload_module ( mod ) logger . debug ( "reloaded module '{}'" . format ( mod ) )
def remove_tag_and_push_registries ( tag_and_push_registries , version ) : """Remove matching entries from tag _ and _ push _ registries ( in - place ) : param tag _ and _ push _ registries : dict , uri - > dict : param version : str , ' version ' to match against"""
registries = [ uri for uri , regdict in tag_and_push_registries . items ( ) if regdict [ 'version' ] == version ] for registry in registries : logger . info ( "removing %s registry: %s" , version , registry ) del tag_and_push_registries [ registry ]
def execute ( self , limitRequest = 350000 , limitResMax = - 1 ) : """Executes the query ."""
query = self . getQueries ( ) query = self . __buildLimit ( query , limitResMax ) nbr_results = limitResMax if ( limitResMax == - 1 ) : query . setBaseUrl ( self . __url + '/count' ) countUrl = query . getUrl ( ) result_count = Util . retrieveJsonResponseFromServer ( countUrl ) nbr_results = result_coun...
def main ( ) : """HAR converter : parse command line options and run commands ."""
parser = argparse . ArgumentParser ( description = __description__ ) parser . add_argument ( '-V' , '--version' , dest = 'version' , action = 'store_true' , help = "show version" ) parser . add_argument ( '--log-level' , default = 'INFO' , help = "Specify logging level, default is INFO." ) parser . add_argument ( 'har_...
def aggregate_region ( self , variable , region = 'World' , subregions = None , components = None , append = False ) : """Compute the aggregate of timeseries over a number of regions including variable components only defined at the ` region ` level Parameters variable : str variable for which the aggregate...
# default subregions to all regions other than ` region ` if subregions is None : rows = self . _apply_filters ( variable = variable ) subregions = set ( self . data [ rows ] . region ) - set ( [ region ] ) if not len ( subregions ) : msg = 'cannot aggregate variable `{}` to `{}` because it does not' ' exis...
def load_auth_token ( token , load = True ) : """Validate an auth0 token . Returns the token ' s payload , or an exception of the type :"""
assert get_config ( ) . jwt_secret , "No JWT secret configured for pymacaron" assert get_config ( ) . jwt_issuer , "No JWT issuer configured for pymacaron" assert get_config ( ) . jwt_audience , "No JWT audience configured for pymacaron" log . info ( "Validating token, using issuer:%s, audience:%s, secret:%s***" % ( ge...
def safe_mkdir_for_all ( paths ) : """Make directories which would contain all of the passed paths . This avoids attempting to re - make the same directories , which may be noticeably expensive if many paths mostly fall in the same set of directories . : param list of str paths : The paths for which containin...
created_dirs = set ( ) for path in paths : dir_to_make = os . path . dirname ( path ) if dir_to_make not in created_dirs : safe_mkdir ( dir_to_make ) created_dirs . add ( dir_to_make )
def child ( self , local_name = None , name = None , ns_uri = None , node_type = None , filter_fn = None ) : """: return : the first child node matching the given constraints , or * None * if there are no matching child nodes . Delegates to : meth : ` NodeList . filter ` ."""
return self . children ( name = name , local_name = local_name , ns_uri = ns_uri , node_type = node_type , filter_fn = filter_fn , first_only = True )
def get_top_tags ( self , limit = None , cacheable = True ) : """Returns the most used tags as a sequence of TopItem objects ."""
# Last . fm has no " limit " parameter for tag . getTopTags # so we need to get all ( 250 ) and then limit locally doc = _Request ( self , "tag.getTopTags" ) . execute ( cacheable ) seq = [ ] for node in doc . getElementsByTagName ( "tag" ) : if limit and len ( seq ) >= limit : break tag = Tag ( _extrac...
def FetchSizeOfSignedBinary ( binary_urn , token = None ) : """Returns the size of the given binary ( in bytes ) . Args : binary _ urn : RDFURN that uniquely identifies the binary . token : ACL token to use with the legacy ( non - relational ) datastore . Raises : SignedBinaryNotFoundError : If no signed ...
if _ShouldUseLegacyDatastore ( ) : try : aff4_stream = aff4 . FACTORY . Open ( binary_urn , aff4_type = collects . GRRSignedBlob , mode = "r" , token = token ) return aff4_stream . size except aff4 . InstantiationError : raise SignedBinaryNotFoundError ( binary_urn ) else : try : ...
def execute ( self ) : """Convert the notebook to a python script and execute it , returning the local context as a dict"""
from nbformat import read from nbconvert . exporters import export_script from cStringIO import StringIO notebook = read ( StringIO ( self . record . unpacked_contents ) , 4 ) script , resources = export_script ( notebook ) env_dict = { } exec ( compile ( script . replace ( '# coding: utf-8' , '' ) , 'script' , 'exec' ...
def underlying_symbol ( self ) : """[ str ] 合约标的代码 , 目前除股指期货 ( IH , IF , IC ) 之外的期货合约 , 这一字段全部为 ’ null ’ ( 期货专用 )"""
try : return self . __dict__ [ "underlying_symbol" ] except ( KeyError , ValueError ) : raise AttributeError ( "Instrument(order_book_id={}) has no attribute 'underlying_symbol' " . format ( self . order_book_id ) )
def find_root ( node ) : """Find the top level namespace ."""
# Scamper up to the top level namespace while node . type != syms . file_input : node = node . parent if not node : raise ValueError ( "root found before file_input node was found." ) return node
def is_member ( self , rtc ) : '''Is the given component a member of this composition ? rtc may be a Component object or a string containing a component ' s instance name . Component objects are more reliable . Returns False if the given component is not a member of this composition . Raises NotCompositeE...
if not self . is_composite : raise exceptions . NotCompositeError ( self . name ) members = self . organisations [ 0 ] . obj . get_members ( ) if type ( rtc ) is str : for m in members : if m . get_component_profile ( ) . instance_name == rtc : return True else : for m in members : ...
def cartesian_to_homogeneous_vectors ( cartesian_vector , matrix_type = "numpy" ) : """Converts a cartesian vector to an homogenous vector"""
dimension_x = cartesian_vector . shape [ 0 ] # Vector if matrix_type == "numpy" : homogeneous_vector = np . zeros ( dimension_x + 1 ) # Last item is a 1 homogeneous_vector [ - 1 ] = 1 homogeneous_vector [ : - 1 ] = cartesian_vector return homogeneous_vector
def _append_dataframe ( self , df , source_info = "" , units = None ) : """Appends a new data group from a Pandas data frame ."""
units = units or { } t = df . index index_name = df . index . name time_name = index_name or "time" version = self . version timestamps = t # if self . version < ' 3.10 ' : # if timestamps . dtype . byteorder = = ' > ' : # timestamps = timestamps . byteswap ( ) . newbyteorder ( ) # for signal in signals : # if signal ....
def setlist ( self , key , new_list ) : # type : ( Hashable , List [ Any ] ) - > None """Remove the old values for a key and add new ones . Note that the list you pass the values in will be shallow - copied before it is inserted in the dictionary . > > > d = MultiValueDict ( ) > > > d . setlist ( ' foo ' , ...
dict . __setitem__ ( self , key , list ( new_list ) )
def r ( self ) : """Extract read lock ( r ) counter if available ( lazy ) ."""
if not self . _counters_calculated : self . _counters_calculated = True self . _extract_counters ( ) return self . _r
def saveCertPem ( self , cert , path ) : '''Save a certificate in PEM format to a file outside the certdir .'''
with s_common . genfile ( path ) as fd : fd . write ( crypto . dump_certificate ( crypto . FILETYPE_PEM , cert ) )
def semActsSatisfied ( acts : Optional [ List [ ShExJ . SemAct ] ] , cntxt : Context ) -> bool : """` 5.7.1 Semantic Actions Semantics < http : / / shex . io / shex - semantics / # semantic - actions - semantics > ` _ The evaluation semActsSatisfied on a list of SemActs returns success or failure . The evaluation...
return True
def agent_leave ( consul_url = None , token = None , node = None ) : '''Used to instruct the agent to force a node into the left state . : param consul _ url : The Consul server URL . : param node : The node the agent will force into left state : return : Boolean and message indicating success or failure . ...
ret = { } query_params = { } if not consul_url : consul_url = _get_config ( ) if not consul_url : log . error ( 'No Consul URL found.' ) ret [ 'message' ] = 'No Consul URL found.' ret [ 'res' ] = False return ret if not node : raise SaltInvocationError ( 'Required argument "n...
def getExportsList ( self , enable = True ) : """Return the exports list . if enable is True , only return the active exporters ( default ) if enable is False , return all the exporters Return : list of export module name"""
if enable : return [ e for e in self . _exports ] else : return [ e for e in self . _exports_all ]
def _load_resource_listing ( resource_listing ) : """Load the resource listing from file , handling errors . : param resource _ listing : path to the api - docs resource listing file : type resource _ listing : string : returns : contents of the resource listing file : rtype : dict"""
try : with open ( resource_listing ) as resource_listing_file : return simplejson . load ( resource_listing_file ) # If not found , raise a more user - friendly error . except IOError : raise ResourceListingNotFoundError ( 'No resource listing found at {0}. Note that your json file ' 'must be named {1}'...
def losing_abbr ( self ) : """Returns a ` ` string ` ` of the losing team ' s abbreviation , such as ' LAD ' for the Los Angeles Dodgers ."""
if self . winner == HOME : return utils . _parse_abbreviation ( self . _away_name ) return utils . _parse_abbreviation ( self . _home_name )
def _reduced_stack ( istart = 3 , iend = 5 , ipython = True ) : """Returns the reduced function call stack that includes only relevant function calls ( i . e . , ignores any that are not part of the specified package or acorn . Args : package ( str ) : name of the package that the logged method belongs to ....
import inspect return [ i [ istart : iend ] for i in inspect . stack ( ) if _decorated_path ( i [ 1 ] ) ]
def train ( params , dtrain , num_boost_round = 10 , evals = ( ) , obj = None , feval = None , maximize = False , early_stopping_rounds = None , evals_result = None , verbose_eval = True , xgb_model = None , callbacks = None , learning_rates = None ) : # pylint : disable = too - many - statements , too - many - branche...
callbacks = [ ] if callbacks is None else callbacks # Most of legacy advanced options becomes callbacks if isinstance ( verbose_eval , bool ) and verbose_eval : callbacks . append ( callback . print_evaluation ( ) ) else : if isinstance ( verbose_eval , int ) : callbacks . append ( callback . print_eval...
def scatter ( self , projection = None , c = None , cmap = 'rainbow' , linewidth = 0.0 , edgecolor = 'k' , axes = None , colorbar = True , s = 10 , ** kwargs ) : """Display a scatter plot . Displays a scatter plot using the SAM projection or another input projection with or without annotations . Parameters ...
if ( not PLOTTING ) : print ( "matplotlib not installed!" ) else : if ( isinstance ( projection , str ) ) : try : dt = self . adata . obsm [ projection ] except KeyError : print ( 'Please create a projection first using run_umap or' 'run_tsne' ) elif ( projection is N...
def serialize_instance ( instance ) : """Since Django 1.6 items added to the session are no longer pickled , but JSON encoded by default . We are storing partially complete models in the session ( user , account , token , . . . ) . We cannot use standard Django serialization , as these are models are not " co...
ret = dict ( [ ( k , v ) for k , v in instance . __dict__ . items ( ) if not k . startswith ( '_' ) ] ) return json . loads ( json . dumps ( ret , cls = DjangoJSONEncoder ) )
def i18n_alternate_links ( ) : """Render the < link rel = " alternate " hreflang / > if page is in a I18nBlueprint"""
if ( not request . endpoint or not current_app . url_map . is_endpoint_expecting ( request . endpoint , 'lang_code' ) ) : return Markup ( '' ) try : LINK_PATTERN = ( '<link rel="alternate" href="{url}" hreflang="{lang}" />' ) links = [ ] current_lang = get_current_locale ( ) . language params = { } ...
def store_relation ( self , src , name , dst ) : '''use this to store a relation between two objects'''
self . __require_string__ ( name ) # print ( ' storing relation ' , src , name , dst ) # make sure both items are stored self . store_item ( src ) self . store_item ( dst ) with self . _write_lock : # print ( locals ( ) ) # run the insertion self . _execute ( 'insert into relations select ob1.id, ?, ob2.id from obj...
def signmsg ( msg , priv , iscompressed , k = 0 ) : '''Sign a message - - the message itself , not a hash - - with a given private key . Input private key must be hex , NOT WIF . Use wiftohex ( ) found in . bitcoin in order to get the hex private key and whether it is ( or rather , its public key is ) compr...
omsg = msg # Stripping carraige returns is standard practice in every # implementation I found , including Bitcoin Core msg = msg . replace ( "\r\n" , "\n" ) msg1 = hexstrlify ( bytearray ( "\x18Bitcoin Signed Message:\n" , 'utf-8' ) ) msg2 = tovarint ( len ( msg ) ) msg3 = hexstrlify ( bytearray ( msg , 'utf-8' ) ) ms...
def create_branches ( self , branches ) : """Create branches from a TreeBuffer or dict mapping names to type names Parameters branches : TreeBuffer or dict"""
if not isinstance ( branches , TreeBuffer ) : branches = TreeBuffer ( branches ) self . set_buffer ( branches , create_branches = True )
def execute ( self , * args , ** kwargs ) : '''Executes all appropriate modules according to the options specified in args / kwargs . Returns a list of executed module objects .'''
run_modules = [ ] orig_arguments = self . arguments if args or kwargs : self . _set_arguments ( list ( args ) , kwargs ) # Run all modules for module in self . list ( ) : obj = self . run ( module ) # Add all loaded modules that marked themselves as enabled to the # run _ modules list for ( module , obj ) in it...
def incrementKeySequenceCounter ( self , iIncrementValue = 1 ) : """increment the key sequence with a given value Args : iIncrementValue : specific increment value to be added Returns : True : successful to increment the key sequence with a given value False : fail to increment the key sequence with a giv...
print '%s call incrementKeySequenceCounter' % self . port print iIncrementValue currentKeySeq = '' try : currentKeySeq = self . getKeySequenceCounter ( ) keySequence = int ( currentKeySeq , 10 ) + iIncrementValue print keySequence return self . setKeySequenceCounter ( keySequence ) except Exception , e ...
def _set_get_vnetwork_vswitches ( self , v , load = False ) : """Setter method for get _ vnetwork _ vswitches , mapped from YANG variable / brocade _ vswitch _ rpc / get _ vnetwork _ vswitches ( rpc ) If this variable is read - only ( config : false ) in the source YANG file , then _ set _ get _ vnetwork _ vswi...
if hasattr ( v , "_utype" ) : v = v . _utype ( v ) try : t = YANGDynClass ( v , base = get_vnetwork_vswitches . get_vnetwork_vswitches , is_leaf = True , yang_name = "get-vnetwork-vswitches" , rest_name = "get-vnetwork-vswitches" , parent = self , path_helper = self . _path_helper , extmethods = self . _extmeth...
def linterp ( self , setx , sety , x ) : """Linear interp of model data values between time steps"""
if math . isnan ( sety [ 0 ] ) or math . isnan ( setx [ 0 ] ) : return np . nan # if math . isnan ( sety [ 0 ] ) : # sety [ 0 ] = 0. # if math . isnan ( sety [ 1 ] ) : # sety [ 1 ] = 0. return sety [ 0 ] + ( x - setx [ 0 ] ) * ( ( sety [ 1 ] - sety [ 0 ] ) / ( setx [ 1 ] - setx [ 0 ] ) )
def find_declared_encoding ( cls , markup , is_html = False , search_entire_document = False ) : """Given a document , tries to find its declared encoding . An XML encoding is declared at the beginning of the document . An HTML encoding is declared in a < meta > tag , hopefully near the beginning of the docum...
if search_entire_document : xml_endpos = html_endpos = len ( markup ) else : xml_endpos = 1024 html_endpos = max ( 2048 , int ( len ( markup ) * 0.05 ) ) declared_encoding = None declared_encoding_match = xml_encoding_re . search ( markup , endpos = xml_endpos ) if not declared_encoding_match and is_html : ...
def namedb_flatten_history ( hist ) : """Given a name ' s history , flatten it into a list of deltas . They will be in * increasing * order ."""
ret = [ ] block_ids = sorted ( hist . keys ( ) ) for block_id in block_ids : vtxinfos = hist [ block_id ] for vtxinfo in vtxinfos : info = copy . deepcopy ( vtxinfo ) ret . append ( info ) return ret
def _get_all_files ( self , path , * exclude ) : '''Walk implementation . Version in python 2 . x and 3 . x works differently .'''
files = list ( ) dirs = list ( ) links = list ( ) if os . access ( path , os . R_OK ) : for obj in os . listdir ( path ) : obj = os . path . join ( path , obj ) valid = True for ex_obj in exclude : if obj . startswith ( str ( ex_obj ) ) : valid = False ...
def describe_export ( self , export_type ) : """Fetch metadata for an export . - * * export _ type * * is a string specifying which type of export to look up . Returns a : py : class : ` dict ` containing metadata for the export ."""
if export_type in TALK_EXPORT_TYPES : return talk . get_data_request ( 'project-{}' . format ( self . id ) , export_type . replace ( 'talk_' , '' ) ) [ 0 ] return self . http_get ( self . _export_path ( export_type ) , ) [ 0 ]
def resource_present ( name , resource_id , resource_type , resource_options = None , cibname = None ) : '''Ensure that a resource is created Should be run on one cluster node only ( there may be races ) Can only be run on a node with a functional pacemaker / corosync name Irrelevant , not used ( recommen...
return _item_present ( name = name , item = 'resource' , item_id = resource_id , item_type = resource_type , extra_args = resource_options , cibname = cibname )
def initialize_ports ( self ) -> None : """Load IO port parameters for device ."""
if not self . params : self . initialize_params ( preload_data = False ) self . params . update_ports ( ) self . ports = Ports ( self . params , self . request )
def _unlock ( self ) : '''Unlocks the index'''
if self . _devel : self . logger . debug ( "Unlocking Index" ) if self . _is_locked ( ) : os . remove ( self . _lck ) return True else : return True
def predict_pRF_radius ( eccentricity , visual_area = 'V1' , source = 'Wandell2015' ) : '''predict _ pRF _ radius ( eccentricity ) yields an estimate of the pRF size for a patch of cortex at the given eccentricity in V1. predict _ pRF _ radius ( eccentricity , area ) yields an estimate in the given visual area ...
visual_area = visual_area . lower ( ) if pimms . is_str ( source ) : source = source . lower ( ) if source not in pRF_data : raise ValueError ( 'Given source (%s) not found in pRF-size database' % source ) dat = pRF_data [ source ] dat = dat [ visual_area ] else : dat = { 'm' : source [ 0 ] ...
def digest_manifest ( self , manifest , java_algorithm = "SHA-256" ) : """Create a main section checksum and sub - section checksums based off of the data from an existing manifest using an algorithm given by Java - style name ."""
# pick a line separator for creating checksums of the manifest # contents . We want to use either the one from the given # manifest , or the OS default if it hasn ' t specified one . linesep = manifest . linesep or os . linesep all_key = java_algorithm + "-Digest-Manifest" main_key = java_algorithm + "-Digest-Manifest-...
def column_vectors ( self ) : """The values of the transform as three 2D column vectors"""
a , b , c , d , e , f , _ , _ , _ = self return ( a , d ) , ( b , e ) , ( c , f )
def mute_string ( text ) : """Replace contents with ' xxx ' to prevent syntax matching . > > > mute _ string ( ' " abc " ' ) ' " xxx " ' > > > mute _ string ( " ' ' ' abc ' ' ' " ) " ' ' ' xxx ' ' ' " > > > mute _ string ( " r ' abc ' " ) " r ' xxx ' " """
start = 1 end = len ( text ) - 1 # String modifiers ( e . g . u or r ) if text . endswith ( '"' ) : start += text . index ( '"' ) elif text . endswith ( "'" ) : start += text . index ( "'" ) # Triple quotes if text . endswith ( '"""' ) or text . endswith ( "'''" ) : start += 2 end -= 2 return text [ : s...
def _parse_content ( self , text ) : '''Parses the content of a response doc into the correct format for . state .'''
try : return json . loads ( text ) except ValueError : raise exc . UnexpectedlyNotJSON ( "The resource at {.uri} wasn't valid JSON" , self )
def make_strain_from_inj_object ( self , inj , delta_t , detector_name , f_lower = None , distance_scale = 1 ) : """Make a h ( t ) strain time - series from an injection object as read from a sim _ inspiral table , for example . Parameters inj : injection object The injection object to turn into a strain h ...
detector = Detector ( detector_name ) if f_lower is None : f_l = inj . f_lower else : f_l = f_lower name , phase_order = legacy_approximant_name ( inj . waveform ) # compute the waveform time series hp , hc = get_td_waveform ( inj , approximant = name , delta_t = delta_t , phase_order = phase_order , f_lower = ...
def scene_on ( self ) : """Trigger group / scene to ON level ."""
user_data = Userdata ( { 'd1' : self . _group , 'd2' : 0x00 , 'd3' : 0x00 , 'd4' : 0x11 , 'd5' : 0xff , 'd6' : 0x00 } ) self . _set_sent_property ( DIMMABLE_KEYPAD_SCENE_ON_LEVEL , 0xff ) cmd = ExtendedSend ( self . _address , COMMAND_EXTENDED_TRIGGER_ALL_LINK_0X30_0X00 , user_data ) cmd . set_checksum ( ) _LOGGER . de...
def find_objects ( self , ObjectClass , ** kwargs ) : """Retrieve all objects of type ` ` ObjectClass ` ` , matching the specified filters in ` ` * * kwargs ` ` - - case sensitive ."""
filter = None for k , v in kwargs . items ( ) : cond = ObjectClass . getattr ( k ) == v filter = cond if filter is None else filter & cond return ObjectClass . scan ( filter )
def levenshtein ( seq1 , seq2 , normalized = False , max_dist = - 1 ) : """Compute the absolute Levenshtein distance between the two sequences ` seq1 ` and ` seq2 ` . The Levenshtein distance is the minimum number of edit operations necessary for transforming one sequence into the other . The edit operations ...
if normalized : return nlevenshtein ( seq1 , seq2 , method = 1 ) if seq1 == seq2 : return 0 len1 , len2 = len ( seq1 ) , len ( seq2 ) if max_dist >= 0 and abs ( len1 - len2 ) > max_dist : return - 1 if len1 == 0 : return len2 if len2 == 0 : return len1 if len1 < len2 : len1 , len2 = len2 , len1 ...
def platform ( ) : """Return platform for the current shell , e . g . windows or unix"""
executable = parent ( ) basename = os . path . basename ( executable ) basename , _ = os . path . splitext ( basename ) if basename in ( "bash" , "sh" ) : return "unix" if basename in ( "cmd" , "powershell" ) : return "windows" raise SystemError ( "Unsupported shell: %s" % basename )
def request_encode_body ( self , method , url , fields = None , headers = None , encode_multipart = True , multipart_boundary = None , ** urlopen_kw ) : """Make a request using : meth : ` urlopen ` with the ` ` fields ` ` encoded in the body . This is useful for request methods like POST , PUT , PATCH , etc . W...
if headers is None : headers = self . headers extra_kw = { 'headers' : { } } if fields : if 'body' in urlopen_kw : raise TypeError ( "request got values for both 'fields' and 'body', can only specify one." ) if encode_multipart : body , content_type = encode_multipart_formdata ( fields , bou...
def get_all_logger_names ( include_root = False ) : """Return ` ` list ` ` of names of all loggers than have been accessed . Warning : this is sensitive to internal structures in the standard logging module ."""
# noinspection PyUnresolvedReferences rv = list ( logging . Logger . manager . loggerDict . keys ( ) ) if include_root : rv . insert ( 0 , '' ) return rv
def select_rows ( cols , rows , mode = 'list' , cast = True ) : """Yield data selected from rows . It is sometimes useful to select a subset of data from a profile . This function selects the data in * cols * from * rows * and yields it in a form specified by * mode * . Possible values of * mode * are : mod...
mode = mode . lower ( ) if mode == 'list' : modecast = lambda cols , data : data elif mode == 'dict' : modecast = lambda cols , data : dict ( zip ( cols , data ) ) elif mode == 'row' : modecast = lambda cols , data : encode_row ( data ) else : raise ItsdbError ( 'Invalid mode for select operation: {}\n'...
def run ( self ) : """Initializes the stream ."""
if not hasattr ( self , 'queue' ) : raise RuntimeError ( "Audio queue is not intialized." ) self . stream . start_stream ( ) self . keep_listening = True while self . keep_listening : try : frame = self . queue . get ( False , timeout = queue_timeout ) self . stream . write ( frame ) except ...
def spline_functions ( lower_points , upper_points , degree = 3 ) : """Method that creates two ( upper and lower ) spline functions based on points lower _ points and upper _ points . Args : lower _ points : Points defining the lower function . upper _ points : Points defining the upper function . degre...
lower_xx = np . array ( [ pp [ 0 ] for pp in lower_points ] ) lower_yy = np . array ( [ pp [ 1 ] for pp in lower_points ] ) upper_xx = np . array ( [ pp [ 0 ] for pp in upper_points ] ) upper_yy = np . array ( [ pp [ 1 ] for pp in upper_points ] ) lower_spline = UnivariateSpline ( lower_xx , lower_yy , k = degree , s =...
def keras_tuples ( stream , inputs = None , outputs = None ) : """Reformat data objects as keras - compatible tuples . For more detail : https : / / keras . io / models / model / # fit Parameters stream : iterable Stream of data objects . inputs : string or iterable of strings , None Keys to use for ord...
flatten_inputs , flatten_outputs = False , False if inputs and isinstance ( inputs , six . string_types ) : inputs = [ inputs ] flatten_inputs = True if outputs and isinstance ( outputs , six . string_types ) : outputs = [ outputs ] flatten_outputs = True inputs , outputs = ( inputs or [ ] ) , ( outputs...
def zncc ( ts1 , ts2 ) : """Zero mean normalised cross - correlation ( ZNCC ) This function does ZNCC of two signals , ts1 and ts2 Normalisation by very small values is avoided by doing max ( nmin , nvalue ) Parameters ts1 : ndarray Input signal 1 to be aligned with ts2 : ndarray Input signal 2 Re...
# Output is the same size as ts1 Ns1 = np . size ( ts1 ) Ns2 = np . size ( ts2 ) ts_out = np . zeros ( ( Ns1 , 1 ) , dtype = 'float64' ) ishift = int ( np . floor ( Ns2 / 2 ) ) # origin of ts2 t1m = np . mean ( ts1 ) t2m = np . mean ( ts2 ) for k in range ( 0 , Ns1 ) : lstart = np . int ( ishift - k ) if lstart...
def unArrayify ( self , gene ) : """Copies gene bias values and weights to network bias values and weights ."""
g = 0 # if gene is too small an IndexError will be thrown for layer in self . layers : if layer . type != 'Input' : for i in range ( layer . size ) : layer . weight [ i ] = float ( gene [ g ] ) g += 1 for connection in self . connections : for i in range ( connection . fromLayer ...
def register_elasticapm ( client , worker ) : """Given an ElasticAPM client and an RQ worker , registers exception handlers with the worker so exceptions are logged to the apm server . E . g . : from elasticapm . contrib . django . models import client from elasticapm . contrib . rq import register _ elasti...
def send_to_server ( job , * exc_info ) : client . capture_exception ( exc_info = exc_info , extra = { "job_id" : job . id , "func" : job . func_name , "args" : job . args , "kwargs" : job . kwargs , "description" : job . description , } , ) worker . push_exc_handler ( send_to_server )
def revoke_session ( self , sid = '' , token = '' ) : """Mark session as revoked but also explicitly revoke all issued tokens : param token : any token connected to the session : param sid : Session identifier"""
if not sid : if token : sid = self . handler . sid ( token ) else : raise ValueError ( 'Need one of "sid" or "token"' ) for typ in [ 'access_token' , 'refresh_token' , 'code' ] : try : self . revoke_token ( self [ sid ] [ typ ] , typ ) except KeyError : # If no such token has bee...
def load_stream ( handle , delimiter = None ) : """Creates a string generator from a stream ( file handle ) containing data delimited by the delimiter strings . This is a stand - alone function and should be used to feed external data into a pipeline . Arguments : - hande ( ` ` file ` ` ) A file handle open...
delimiter = ( delimiter or "" ) + "\n" while True : item = [ ] while True : line = handle . readline ( ) if line == "" : raise StopIteration elif line == delimiter : if item : break elif line != '\n' : item . append ( line ) ...
def plot_ac ( calc_id ) : """Aggregate loss curves plotter ."""
# read the hazard data dstore = util . read ( calc_id ) agg_curve = dstore [ 'agg_curve-rlzs' ] plt = make_figure ( agg_curve ) plt . show ( )
def init ( self , value ) : '''hash passwords given in the constructor'''
value = self . value_or_default ( value ) if value is None : return None if is_hashed ( value ) : return value return make_password ( value )
def fullsplit ( path , result = None , base_path = None ) : """Split a pathname into components ( the opposite of os . path . join ) in a platform - neutral way ."""
if base_path : path = path . replace ( base_path , '' ) if result is None : result = [ ] head , tail = os . path . split ( path ) if head == '' : return [ tail ] + result if head == path : return result return fullsplit ( head , [ tail ] + result )
def append ( self , ** kwargs ) : """Add commands at the end of the sequence . Be careful : because this runs in Python 2 . x , the order of the kwargs dict may not match the order in which the args were specified . Thus , if you care about specific ordering , you must make multiple calls to append in that or...
for k , v in six . iteritems ( kwargs ) : self . commands . append ( { k : v } ) return self
def resources ( self ) : """Retrieve contents of each page of PDF"""
return [ self . pdf . getPage ( i ) for i in range ( self . pdf . getNumPages ( ) ) ]
def maybe_print_as_json ( opts , data , page_info = None ) : """Maybe print data as JSON ."""
if opts . output not in ( "json" , "pretty_json" ) : return False root = { "data" : data } if page_info is not None and page_info . is_valid : meta = root [ "meta" ] = { } meta [ "pagination" ] = page_info . as_dict ( num_results = len ( data ) ) if opts . output == "pretty_json" : dump = json . dumps (...
def bundles ( ) : """Display bundles ."""
per_page = int ( request . args . get ( 'per_page' , 30 ) ) page = int ( request . args . get ( 'page' , 1 ) ) query = store . bundles ( ) query_page = query . paginate ( page , per_page = per_page ) data = [ ] for bundle_obj in query_page . items : bundle_data = bundle_obj . to_dict ( ) bundle_data [ 'versions...
def remove_device ( self , device , id_override = None , type_override = None ) : """Remove a device . Args : device ( WinkDevice ) : The device the change is being requested for . id _ override ( String , optional ) : A device ID used to override the passed in device ' s ID . Used to make changes on sub - ...
object_id = id_override or device . object_id ( ) object_type = type_override or device . object_type ( ) url_string = "{}/{}s/{}" . format ( self . BASE_URL , object_type , object_id ) try : arequest = requests . delete ( url_string , headers = API_HEADERS ) if arequest . status_code == 204 : return Tr...
def calculateKey ( cls , target ) : """Calculate the reference key for this reference Currently this is a two - tuple of the id ( ) ' s of the target object and the target function respectively ."""
return ( id ( getattr ( target , im_self ) ) , id ( getattr ( target , im_func ) ) )
def _dry_message_received ( self , msg ) : """Report a dry state ."""
for callback in self . _dry_wet_callbacks : callback ( LeakSensorState . DRY ) self . _update_subscribers ( 0x11 )
async def enqueue ( self , query , queue_index = None , stop_current = False , shuffle = False ) : """Queues songs based on either a YouTube search or a link Args : query ( str ) : Either a search term or a link queue _ index ( str ) : The queue index to enqueue at ( None for end ) stop _ current ( bool ) :...
if query is None or query == "" : return self . statuslog . info ( "Parsing {}" . format ( query ) ) self . logger . debug ( "Enqueueing from query" ) indexnum = None if queue_index is not None : try : indexnum = int ( queue_index ) - 1 except TypeError : self . statuslog . error ( "Play ind...
def get ( self , key , dt ) : """Get the value of a cached object . Parameters key : any The key to lookup . dt : datetime The time of the lookup . Returns result : any The value for ` ` key ` ` . Raises KeyError Raised if the key is not in the cache or the value for the key has expired ."""
try : return self . _cache [ key ] . unwrap ( dt ) except Expired : self . cleanup ( self . _cache [ key ] . _unsafe_get_value ( ) ) del self . _cache [ key ] raise KeyError ( key )
def pop ( self , key , default = NO_DEFAULT ) : """If key is in the flat dictionary , remove it and return its value , else return default . If default is not given and key is not in the dictionary , : exc : ` KeyError ` is raised . : param mixed key : The key name : param mixed default : The default value ...
if key not in self and default != NO_DEFAULT : return default value = self [ key ] self . __delitem__ ( key ) return value
def _set_lsp_commit ( self , v , load = False ) : """Setter method for lsp _ commit , mapped from YANG variable / mpls _ config / router / mpls / mpls _ cmds _ holder / lsp / secondary _ path / lsp _ commit ( empty ) If this variable is read - only ( config : false ) in the source YANG file , then _ set _ lsp _...
if hasattr ( v , "_utype" ) : v = v . _utype ( v ) try : t = YANGDynClass ( v , base = YANGBool , is_leaf = True , yang_name = "lsp-commit" , rest_name = "commit" , parent = self , path_helper = self . _path_helper , extmethods = self . _extmethods , register_paths = True , extensions = { u'tailf-common' : { u'...
def run ( self ) : """Run git add and commit with message if provided ."""
if os . system ( 'git add .' ) : sys . exit ( 1 ) if self . message is not None : os . system ( 'git commit -a -m "' + self . message + '"' ) else : os . system ( 'git commit -a' )
async def get_constraints ( self ) : """Return the machine constraints dict for this application ."""
app_facade = client . ApplicationFacade . from_connection ( self . connection ) log . debug ( 'Getting constraints for %s' , self . name ) result = ( await app_facade . Get ( self . name ) ) . constraints return vars ( result ) if result else result
def update_holder ( self , holder ) : """Udpate the Holder state according to the occurrence . This implementation is a example of how a Occurrence object can update the Holder state ; this method should be overriden by classes that inherit from the Occurrence class . This sample implementation simply updat...
subject_symbol = self . subject . symbol # If the Holder already have a state regarding this Subject , # update that state if subject_symbol in holder . state : # If the Holder have zero units of this subject , the average # value paid / received for the subject is the value of the trade itself if not holder . stat...
def make_strain_from_inj_object ( self , inj , delta_t , detector_name , f_lower = None , distance_scale = 1 ) : """Make a h ( t ) strain time - series from an injection object . Parameters inj : injection object The injection object to turn into a strain h ( t ) . Can be any object which has waveform param...
detector = Detector ( detector_name ) if f_lower is None : f_l = inj . f_lower else : f_l = f_lower # compute the waveform time series hp , hc = get_td_waveform ( inj , delta_t = delta_t , f_lower = f_l , ** self . extra_args ) hp /= distance_scale hc /= distance_scale hp . _epoch += inj . tc hc . _epoch += inj...
def classes ( self , name = None , function = None , header_dir = None , header_file = None , recursive = None , allow_empty = None ) : """returns a set of class declarations , that are matched defined criteria"""
return ( self . _find_multiple ( self . _impl_matchers [ scopedef_t . class_ ] , name = name , function = function , decl_type = self . _impl_decl_types [ scopedef_t . class_ ] , header_dir = header_dir , header_file = header_file , recursive = recursive , allow_empty = allow_empty ) )
def find_hass_config ( ) : """Try to find HASS config ."""
if "HASSIO_TOKEN" in os . environ : return "/config" config_dir = default_hass_config_dir ( ) if os . path . isdir ( config_dir ) : return config_dir raise ValueError ( "Unable to automatically find the location of Home Assistant " "config. Please pass it in." )
def to_json ( self ) : """Serialize to JSON , which can be returned e . g . via RPC"""
ret = { 'address' : self . address , 'domain' : self . domain , 'block_number' : self . block_height , 'sequence' : self . n , 'txid' : self . txid , 'value_hash' : get_zonefile_data_hash ( self . zonefile_str ) , 'zonefile' : base64 . b64encode ( self . zonefile_str ) , 'name' : self . get_fqn ( ) , } if self . pendin...
def add_company_quarter ( self , company_name , quarter_name , dt , calendar_id = 'notices' ) : '''Adds a company _ name quarter event to the calendar . dt should be a date object . Returns True if the event was added .'''
assert ( calendar_id in self . configured_calendar_ids . keys ( ) ) calendarId = self . configured_calendar_ids [ calendar_id ] quarter_name = quarter_name . title ( ) quarter_numbers = { 'Spring' : 1 , 'Summer' : 2 , 'Fall' : 3 , 'Winter' : 4 } assert ( quarter_name in quarter_numbers . keys ( ) ) start_time = datetim...
def _qmed_from_pot_records ( self ) : """Return QMED estimate based on peaks - over - threshold ( POT ) records . Methodology source : FEH , Vol . 3 , pp . 77-78 : return : QMED in m3 / s : rtype : float"""
pot_dataset = self . catchment . pot_dataset if not pot_dataset : raise InsufficientDataError ( "POT dataset must be set for catchment {} to estimate QMED from POT data." . format ( self . catchment . id ) ) complete_year_records , length = self . _complete_pot_years ( pot_dataset ) if length < 1 : raise Insuff...
def update ( self , name = None , metadata = None ) : """Updates this webhook . One or more of the parameters may be specified ."""
return self . policy . update_webhook ( self , name = name , metadata = metadata )