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def name2marc ( self , key , value ) : """Populates the ` ` 100 ` ` field . Also populates the ` ` 400 ` ` , ` ` 880 ` ` , and ` ` 667 ` ` fields through side effects ."""
result = self . get ( '100' , { } ) result [ 'a' ] = value . get ( 'value' ) result [ 'b' ] = value . get ( 'numeration' ) result [ 'c' ] = value . get ( 'title' ) result [ 'q' ] = value . get ( 'preferred_name' ) if 'name_variants' in value : self [ '400' ] = [ { 'a' : el } for el in value [ 'name_variants' ] ] if...
def unblock ( self , item : str ) -> None : """Unblock an item and / or reset it ' s fail count : param str item : The item to unblock"""
assert item is not None item = self . _encode_item ( item ) watchlist_key = self . __redis_conf [ 'watchlist_template' ] . format ( item ) blacklist_key = self . __redis_conf [ 'blacklist_template' ] . format ( item ) connection = self . __get_connection ( ) connection . delete ( watchlist_key ) connection . delete ( b...
def p_autoscaling_setting_list ( p ) : """autoscaling _ setting _ list : autoscaling _ setting autoscaling _ setting _ list | autoscaling _ setting"""
if len ( p ) == 3 : p [ 0 ] = merge_map ( p [ 1 ] , p [ 2 ] ) elif len ( p ) == 2 : p [ 0 ] = p [ 1 ] else : raise RuntimeError ( "Invalid production in 'autoscaling_setting_list'" )
def _set_default_vrf ( self , v , load = False ) : """Setter method for default _ vrf , mapped from YANG variable / rbridge _ id / router / router _ bgp / address _ family / ipv6 / ipv6 _ unicast / default _ vrf ( container ) If this variable is read - only ( config : false ) in the source YANG file , then _ se...
if hasattr ( v , "_utype" ) : v = v . _utype ( v ) try : t = YANGDynClass ( v , base = default_vrf . default_vrf , is_container = 'container' , presence = False , yang_name = "default-vrf" , rest_name = "" , parent = self , path_helper = self . _path_helper , extmethods = self . _extmethods , register_paths = T...
def resolve_file_path_list ( pathlist , workdir , prefix = '' , randomize = False ) : """Resolve the path of each file name in the file ` ` pathlist ` ` and write the updated paths to a new file ."""
files = [ ] with open ( pathlist , 'r' ) as f : files = [ line . strip ( ) for line in f ] newfiles = [ ] for f in files : f = os . path . expandvars ( f ) if os . path . isfile ( f ) : newfiles += [ f ] else : newfiles += [ os . path . join ( workdir , f ) ] if randomize : _ , tmppa...
def update ( self , url = values . unset , method = values . unset , status = values . unset , fallback_url = values . unset , fallback_method = values . unset , status_callback = values . unset , status_callback_method = values . unset ) : """Update the CallInstance : param unicode url : The absolute URL that re...
return self . _proxy . update ( url = url , method = method , status = status , fallback_url = fallback_url , fallback_method = fallback_method , status_callback = status_callback , status_callback_method = status_callback_method , )
def getEthernetLinkStatus ( self , wanInterfaceId = 1 , timeout = 1 ) : """Execute GetEthernetLinkStatus action to get the status of the ethernet link . : param int wanInterfaceId : the id of the WAN device : param float timeout : the timeout to wait for the action to be executed : return : status of the ethe...
namespace = Wan . getServiceType ( "getEthernetLinkStatus" ) + str ( wanInterfaceId ) uri = self . getControlURL ( namespace ) results = self . execute ( uri , namespace , "GetEthernetLinkStatus" , timeout = timeout ) return results [ "NewEthernetLinkStatus" ]
def GetLoggingLocation ( ) : """Search for and return the file and line number from the log collector . Returns : ( pathname , lineno , func _ name ) The full path , line number , and function name for the logpoint location ."""
frame = inspect . currentframe ( ) this_file = frame . f_code . co_filename frame = frame . f_back while frame : if this_file == frame . f_code . co_filename : if 'cdbg_logging_location' in frame . f_locals : ret = frame . f_locals [ 'cdbg_logging_location' ] if len ( ret ) != 3 : ...
def get_project ( self ) -> str : """Get the ihc project and make sure controller is ready before"""
with IHCController . _mutex : if self . _project is None : if self . client . get_state ( ) != IHCSTATE_READY : ready = self . client . wait_for_state_change ( IHCSTATE_READY , 10 ) if ready != IHCSTATE_READY : return None self . _project = self . client . get...
def main ( ) : """NAME dmag _ magic2 . py DESCRIPTION plots intensity decay curves for demagnetization experiments SYNTAX dmag _ magic - h [ command line options ] INPUT takes magic formatted magic _ measurements . txt files OPTIONS - h prints help message and quits - f FILE : specify input file...
FIG = { } # plot dictionary FIG [ 'demag' ] = 1 # demag is figure 1 in_file , plot_key , LT = 'magic_measurements.txt' , 'er_location_name' , "LT-AF-Z" XLP = "" norm = 1 LT = 'LT-AF-Z' units , dmag_key = 'T' , 'treatment_ac_field' plot = 0 fmt = 'svg' if len ( sys . argv ) > 1 : if '-h' in sys . argv : prin...
def CountHuntResultsByType ( self , hunt_id , cursor = None ) : """Counts number of hunts results per type ."""
hunt_id_int = db_utils . HuntIDToInt ( hunt_id ) query = ( "SELECT type, COUNT(*) FROM flow_results " "WHERE hunt_id = %s GROUP BY type" ) cursor . execute ( query , [ hunt_id_int ] ) return dict ( cursor . fetchall ( ) )
def _get_items_from_page ( self , item_type , items_key , resource , ) : """: type item _ type : type : type items _ key : str : type resource : Dict [ str , Any ] : rtype : Union [ List [ Dashboard ] , List [ Issue ] ]"""
try : return [ item_type ( self . _options , self . _session , raw_issue_json ) for raw_issue_json in ( resource [ items_key ] if items_key else resource ) ] except KeyError as e : # improving the error text so we know why it happened raise KeyError ( str ( e ) + " : " + json . dumps ( resource ) )
def range_filter ( field , start_date_math = None , end_date_math = None , ** kwargs ) : """Create a range filter . : param field : Field name . : param start _ date _ math : Starting date . : param end _ date _ math : Ending date . : param kwargs : Addition arguments passed to the Range query . : returns...
def inner ( values ) : if len ( values ) != 1 or values [ 0 ] . count ( '--' ) != 1 or values [ 0 ] == '--' : raise RESTValidationError ( errors = [ FieldError ( field , 'Invalid range format.' ) ] ) range_ends = values [ 0 ] . split ( '--' ) range_args = dict ( ) ineq_opers = [ { 'strict' : 'gt...
def f ( self , y ) : """Transform y with f using parameter vector psi psi = [ [ a , b , c ] ] : math : ` f = ( y * d ) + \\ sum _ { terms } a * tanh ( b * ( y + c ) ) `"""
d = self . d mpsi = self . psi z = d * y . copy ( ) for i in range ( len ( mpsi ) ) : a , b , c = mpsi [ i ] z += a * np . tanh ( b * ( y + c ) ) return z
def launch_run ( self , command , project = None , entity = None , run_id = None ) : """Launch a run in the cloud . Args : command ( str ) : The command to run program ( str ) : The file to run project ( str ) : The project to scope the runs to entity ( str , optional ) : The entity to scope this project ...
query = gql ( ''' mutation launchRun( $entity: String $model: String $runId: String $image: String $command: String $patch: String $cwd: String $datasets: [String] ) { launchRun(input: {id: $runId...
def locate ( cls ) : """Locates the active PEX bootstrap . : rtype : : class : ` Bootstrap `"""
if cls . _INSTANCE is None : bootstrap_path = __file__ module_import_path = __name__ . split ( '.' ) # For example , our _ _ file _ _ might be requests . pex / . bootstrap / pex / bootstrap . pyc and our import # path pex . bootstrap ; so we walk back through all the module components of our import path...
def get_gpu_requirements ( gpus_reqs ) : """Extracts the GPU from a dictionary requirements as list of GPURequirements . : param gpus _ reqs : A dictionary { ' count ' : < count > } or a list [ { min _ vram : < min _ vram > } , { min _ vram : < min _ vram > } , . . . ] : return : A list of GPURequirements"""
requirements = [ ] if gpus_reqs : if type ( gpus_reqs ) is dict : count = gpus_reqs . get ( 'count' ) if count : for i in range ( count ) : requirements . append ( GPURequirement ( ) ) elif type ( gpus_reqs ) is list : for gpu_req in gpus_reqs : re...
def private_vlan_type ( self , ** kwargs ) : """Set the PVLAN type ( primary , isolated , community ) . Args : name ( str ) : VLAN ID . pvlan _ type ( str ) : PVLAN type ( primary , isolated , community ) callback ( function ) : A function executed upon completion of the method . The only parameter passed...
name = kwargs . pop ( 'name' ) pvlan_type = kwargs . pop ( 'pvlan_type' ) callback = kwargs . pop ( 'callback' , self . _callback ) allowed_pvlan_types = [ 'isolated' , 'primary' , 'community' ] if not pynos . utilities . valid_vlan_id ( name ) : raise InvalidVlanId ( "Incorrect name value." ) if pvlan_type not in ...
def to_event ( self , event_type , field_name = None , depth = None ) : """Constructs an IonEvent from this _ IonNature value . Args : event _ type ( IonEventType ) : The type of the resulting event . field _ name ( Optional [ text ] ) : The field name associated with this value , if any . depth ( Optional ...
if self . ion_event is None : value = self if isinstance ( self , IonPyNull ) : value = None self . ion_event = IonEvent ( event_type , ion_type = self . ion_type , value = value , field_name = field_name , annotations = self . ion_annotations , depth = depth ) return self . ion_event
def collect_compare_into ( left , right , added , removed , altered , same ) : """collect the results of compare into the given lists ( or None if you do not wish to collect results of that type . Returns a tuple of ( added , removed , altered , same )"""
for event , filename in compare ( left , right ) : if event == LEFT : group = removed elif event == RIGHT : group = added elif event == DIFF : group = altered elif event == BOTH : group = same else : assert False if group is not None : group . appe...
def _cytomine_parameter_name_synonyms ( name , prefix = "--" ) : """For a given parameter name , returns all the possible usual synonym ( and the parameter itself ) . Optionally , the function can prepend a string to the found names . If a parameters has no known synonyms , the function returns only the prefixe...
synonyms = [ [ "host" , "cytomine_host" ] , [ "public_key" , "publicKey" , "cytomine_public_key" ] , [ "private_key" , "privateKey" , "cytomine_private_key" ] , [ "base_path" , "basePath" , "cytomine_base_path" ] , [ "id_software" , "cytomine_software_id" , "cytomine_id_software" , "idSoftware" , "software_id" ] , [ "i...
def distinct ( table , key = None , count = None , presorted = False , buffersize = None , tempdir = None , cache = True ) : """Return only distinct rows in the table . If the ` count ` argument is not None , it will be used as the name for an additional field , and the values of the field will be the number of...
return DistinctView ( table , key = key , count = count , presorted = presorted , buffersize = buffersize , tempdir = tempdir , cache = cache )
def movefastq ( self ) : """Find . fastq files for each sample and move them to an appropriately named folder"""
logging . info ( 'Moving FASTQ files' ) # Iterate through each sample for sample in self . metadata . runmetadata . samples : # Retrieve the output directory outputdir = os . path . join ( self . path , sample . name ) # Find any fastq files with the sample name fastqfiles = sorted ( glob ( os . path . join...
def create_file_from_stream ( self , share_name , directory_name , file_name , stream , count , content_settings = None , metadata = None , progress_callback = None , max_connections = 1 , max_retries = 5 , retry_wait = 1.0 , timeout = None ) : '''Creates a new file from a file / stream , or updates the content of ...
_validate_not_none ( 'share_name' , share_name ) _validate_not_none ( 'file_name' , file_name ) _validate_not_none ( 'stream' , stream ) _validate_not_none ( 'count' , count ) if count < 0 : raise TypeError ( _ERROR_VALUE_NEGATIVE . format ( 'count' ) ) self . create_file ( share_name , directory_name , file_name ,...
def create_context_menu ( self , event , shape ) : '''Parameters event : gtk . gdk . Event GTK mouse click event . shape : str Electrode shape identifier ( e . g . , ` " electrode028 " ` ) . Returns gtk . Menu Context menu . . . versionchanged : : 0.13 - Deprecate hard - coded commands ( e . g . ,...
routes = self . df_routes . loc [ self . df_routes . electrode_i == shape , 'route_i' ] . astype ( int ) . unique ( ) . tolist ( ) def _connect_callback ( menu_item , command_signal , group , command , data ) : callback_called = threading . Event ( ) def _callback ( signal , widget , * args ) : if callb...
def modify ( ctx , schema , uuid , object_filter , field , value ) : """Modify field values of objects"""
database = ctx . obj [ 'db' ] model = database . objectmodels [ schema ] obj = None if uuid : obj = model . find_one ( { 'uuid' : uuid } ) elif object_filter : obj = model . find_one ( literal_eval ( object_filter ) ) else : log ( 'No object uuid or filter specified.' , lvl = error ) if obj is None : lo...
def trans ( self , key ) -> str : """Root Example : Translator ( ) Translator . trans ( ' messages . hello ' ) resources / lang / en / messages . lang will be opened and parsed for { ' hello ' : ' Some english text ' } If language is fr , resources / lang / fr / messages . lang will be opened and pars...
key_list = self . __list_key ( key ) try : current_selection = current_app . config [ 'LANGUAGE_PACKS' ] [ self . module_name ] [ self . app_language ] except KeyError as error : if current_app . config [ 'DEBUG' ] : raise error return None for parsed_dot_key in key_list : try : current_...
async def get_data ( self , raw : bool = True ) -> AnyStr : """The request body data ."""
try : body_future = asyncio . ensure_future ( self . body ) raw_data = await asyncio . wait_for ( body_future , timeout = self . body_timeout ) except asyncio . TimeoutError : body_future . cancel ( ) from . . exceptions import RequestTimeout # noqa Avoiding circular import raise RequestTimeout ...
def save_csv ( data , # type : Iterable [ Tuple [ Union [ str , int ] , . . . ] ] headers , # type : Iterable [ str ] file # type : TextIO ) : # type : ( . . . ) - > None """Output generated data to file as CSV with header . : param data : An iterable of tuples containing raw data . : param headers : Iterable o...
print ( ',' . join ( headers ) , file = file ) writer = csv . writer ( file ) writer . writerows ( data )
def clear ( self ) : """Clears all cells from a MOC . > > > m = MOC ( 4 , ( 5 , 6 ) ) > > > m . clear ( ) > > > m . cells"""
for order in range ( 0 , MAX_ORDER + 1 ) : self . _orders [ order ] . clear ( ) self . _normalized = True
def find_checks ( argument_name ) : """Find all globally visible functions where the first argument name starts with argument _ name ."""
checks = [ ] function_type = type ( find_checks ) for name , function in globals ( ) . iteritems ( ) : if type ( function ) is function_type : args = inspect . getargspec ( function ) [ 0 ] if len ( args ) >= 1 and args [ 0 ] . startswith ( argument_name ) : checks . append ( ( name , fu...
def find_link ( lid = None , sep_id = None , tep_id = None ) : """find link according to link ID . : param lid : link id : return : the link if found or None if not found"""
LOGGER . debug ( "LinkService.find_link" ) ret = None if ( lid is None or not lid ) and ( sep_id is None or not sep_id ) and ( tep_id is None or not tep_id ) : raise exceptions . ArianeCallParametersError ( 'id, source endpoint ID, target endpoint ID' ) if ( lid is not None and lid ) and ( ( sep_id is not None and ...
def process_raw_data ( cls , raw_data ) : """Create a new model using raw API response ."""
properties = raw_data [ "properties" ] ip_configurations = [ ] raw_settings = properties . get ( "ipConfigurations" , [ ] ) for raw_configuration in raw_settings : raw_configuration [ "parentResourceID" ] = raw_data [ "resourceId" ] ip_configuration = IPConfiguration . from_raw_data ( raw_configuration ) ip...
def get_service_marketplace ( self , available = True , unavailable = False , deprecated = False ) : """Returns a list of service names . Can return all services , just those supported by PredixPy , or just those not yet supported by PredixPy . : param available : Return the services that are available in P...
supported = set ( self . supported . keys ( ) ) all_services = set ( self . space . get_services ( ) ) results = set ( ) if available : results . update ( supported ) if unavailable : results . update ( all_services . difference ( supported ) ) if deprecated : results . update ( supported . difference ( all...
def hellinger_distance ( outputs , targets , derivative = False ) : """The output signals should be in the range [ 0 , 1]"""
root_difference = np . sqrt ( outputs ) - np . sqrt ( targets ) if derivative : return root_difference / ( np . sqrt ( 2 ) * np . sqrt ( outputs ) ) else : return np . mean ( np . sum ( np . power ( root_difference , 2 ) , axis = 1 ) / math . sqrt ( 2 ) )
def _accumulate ( lexitems ) : """Yield lists of tokens based on very simple parsing that checks the level of nesting within a structure . This is probably much faster than the LookaheadIterator method , but it is less safe ; an unclosed list or AVM may cause it to build a list including the rest of the fil...
data = [ ] stack = [ ] break_on = 10 in_def = False for item in lexitems : gid = item [ 0 ] # only yield comments outside of definitions if gid in ( 2 , 3 ) : if len ( data ) == 0 : yield [ item ] else : continue elif gid == 20 : assert len ( data ) == 0 ...
def predict ( self , data , param_list = None , return_long_probs = True , choice_col = None , num_draws = None , seed = None ) : """Parameters data : string or pandas dataframe . If string , data should be an absolute or relative path to a CSV file containing the long format data for this choice model . Note...
# Get the dataframe of observations we ' ll be predicting on dataframe = get_dataframe_from_data ( data ) # Determine the conditions under which we will add an intercept column # to our long format dataframe . add_intercept_to_dataframe ( self . specification , dataframe ) # Make sure the necessary columns are in the l...
def wr_py_sections_new ( self , fout_py , doc = None ) : """Write the first sections file ."""
sections = self . grprobj . get_sections_2d ( ) return self . wr_py_sections ( fout_py , sections , doc )
def _set_system_mode ( self , v , load = False ) : """Setter method for system _ mode , mapped from YANG variable / rbridge _ id / system _ mode ( container ) If this variable is read - only ( config : false ) in the source YANG file , then _ set _ system _ mode is considered as a private method . Backends lo...
if hasattr ( v , "_utype" ) : v = v . _utype ( v ) try : t = YANGDynClass ( v , base = system_mode . system_mode , is_container = 'container' , presence = False , yang_name = "system-mode" , rest_name = "system-mode" , parent = self , path_helper = self . _path_helper , extmethods = self . _extmethods , registe...
def _colorbar_format ( minval , maxval ) : """Return the format string for the colorbar ."""
if not ( np . isfinite ( minval ) and np . isfinite ( maxval ) ) : return str ( maxval ) else : return '%.{}f' . format ( _digits ( minval , maxval ) )
def _committors ( sources , sinks , tprob ) : """Get the forward committors of the reaction sources - > sinks . Parameters sources : array _ like , int The set of unfolded / reactant states . sinks : array _ like , int The set of folded / product states . tprob : np . ndarray Transition matrix Retur...
n_states = np . shape ( tprob ) [ 0 ] sources = np . array ( sources , dtype = int ) . reshape ( ( - 1 , 1 ) ) sinks = np . array ( sinks , dtype = int ) . reshape ( ( - 1 , 1 ) ) # construct the committor problem lhs = np . eye ( n_states ) - tprob for a in sources : lhs [ a , : ] = 0.0 # np . zeros ( n ) ...
def update_cloud_integration ( self , id , ** kwargs ) : # noqa : E501 """Update a specific cloud integration # noqa : E501 # noqa : E501 This method makes a synchronous HTTP request by default . To make an asynchronous HTTP request , please pass async _ req = True > > > thread = api . update _ cloud _ inte...
kwargs [ '_return_http_data_only' ] = True if kwargs . get ( 'async_req' ) : return self . update_cloud_integration_with_http_info ( id , ** kwargs ) # noqa : E501 else : ( data ) = self . update_cloud_integration_with_http_info ( id , ** kwargs ) # noqa : E501 return data
def get_success_headers ( self , data ) : """As per the * Annotator * documentation regarding the ` create < http : / / docs . annotatorjs . org / en / v1.2 . x / storage . html # create > ` _ and ` update < http : / / docs . annotatorjs . org / en / v1.2 . x / storage . html # update > ` _ endpoints , we m...
headers = super ( AnnotationViewSet , self ) . get_success_headers ( data ) url = urlresolvers . reverse ( "annotations-detail" , kwargs = { "pk" : data [ "id" ] } ) headers . update ( { "Location" : self . request . build_absolute_uri ( url ) } ) return headers
def point_distance_ellipsode ( point1 , point2 ) : """calculate the distance between two points on the ellipsode based on point1 Keyword arguments : point1 - - point one geojson object point2 - - point two geojson object return distance"""
a = 6378137 f = 1 / 298.25722 b = a - a * f e = math . sqrt ( ( a * a - b * b ) / ( a * a ) ) lon1 = point1 [ 'coordinates' ] [ 0 ] lat1 = point1 [ 'coordinates' ] [ 1 ] lon2 = point1 [ 'coordinates' ] [ 0 ] lat2 = point2 [ 'coordinates' ] [ 1 ] M = a * ( 1 - e * e ) * math . pow ( 1 - math . pow ( e * math . sin ( num...
def adsr ( dur , a , d , s , r ) : """Linear ADSR envelope . Parameters dur : Duration , in number of samples , including the release time . " Attack " time , in number of samples . " Decay " time , in number of samples . " Sustain " amplitude level ( should be based on attack amplitude ) . " Release ...
m_a = 1. / a m_d = ( s - 1. ) / d m_r = - s * 1. / r len_a = int ( a + .5 ) len_d = int ( d + .5 ) len_r = int ( r + .5 ) len_s = int ( dur + .5 ) - len_a - len_d - len_r for sample in xrange ( len_a ) : yield sample * m_a for sample in xrange ( len_d ) : yield 1. + sample * m_d for sample in xrange ( len_s ) :...
def _offload ( self , args , ** extra_args ) : """Export is the entry point for exporting docker images ."""
if not isinstance ( args , argparse . Namespace ) : raise Exception ( "args should of an instance of argparse.Namespace" ) # create new freight forwarder object freight_forwarder = FreightForwarder ( ) # create commercial invoice this is the contact given to freight forwarder dispatch containers and images commerci...
def input_dir ( self , dirname ) : """Check all files in this directory and all subdirectories ."""
dirname = dirname . rstrip ( '/' ) if self . excluded ( dirname ) : return 0 counters = self . options . report . counters verbose = self . options . verbose filepatterns = self . options . filename runner = self . runner for root , dirs , files in os . walk ( dirname ) : if verbose : print ( 'directory...
def convert_to_influx ( mac , payload ) : '''Convert data into RuuviCollector naming schme and scale returns : Object to be written to InfluxDB'''
dataFormat = payload [ "data_format" ] if ( 'data_format' in payload ) else None fields = { } fields [ "temperature" ] = payload [ "temperature" ] if ( 'temperature' in payload ) else None fields [ "humidity" ] = payload [ "humidity" ] if ( 'humidity' in payload ) else None fields [ "pressure" ] = payload [ "pressure" ...
def duplicate ( self , contributor = None ) : """Duplicate ( make a copy ) ."""
duplicate = Collection . objects . get ( id = self . id ) duplicate . pk = None duplicate . slug = None duplicate . name = 'Copy of {}' . format ( self . name ) duplicate . duplicated = now ( ) if contributor : duplicate . contributor = contributor duplicate . save ( force_insert = True ) assign_contributor_permiss...
def rel_path_to ( self , dest ) : """Builds a relative path leading from this one to another . Note that these paths might be both relative , in which case they ' ll be assumed to be considered starting from the same directory . Contrary to : class : ` ~ rpaths . AbstractPath ` ' s version , this will also ...
return super ( Path , self . absolute ( ) ) . rel_path_to ( Path ( dest ) . absolute ( ) )
def login ( self ) : """Logs into the Splunk instance referred to by the : class : ` Context ` object . Unless a ` ` Context ` ` is created with an explicit authentication token ( probably obtained by logging in from a different ` ` Context ` ` object ) you must call : meth : ` login ` before you can issue ...
if self . has_cookies ( ) and ( not self . username and not self . password ) : # If we were passed session cookie ( s ) , but no username or # password , then login is a nop , since we ' re automatically # logged in . return if self . token is not _NoAuthenticationToken and ( not self . username and not self . pas...
def create_dcnm_out_part ( self , tenant_id , fw_dict , is_fw_virt = False ) : """Create the DCNM OUT partition and update the result ."""
res = fw_const . DCNM_OUT_PART_CREATE_SUCCESS tenant_name = fw_dict . get ( 'tenant_name' ) ret = True try : self . _create_out_partition ( tenant_id , tenant_name ) except Exception as exc : LOG . error ( "Create of Out Partition failed for tenant " "%(tenant)s ,Exception %(exc)s" , { 'tenant' : tenant_id , 'e...
def merge ( cls , components ) : """Merges components into a single component , applying their actions appropriately . This operation is associative : M ( M ( a , b ) , c ) = = M ( a , M ( b , c ) ) = = M ( a , b , c ) . : param list components : an iterable of instances of ListValueComponent . : return : An ...
# Note that action of the merged component is MODIFY until the first REPLACE is encountered . # This guarantees associativity . action = cls . MODIFY appends = [ ] filters = [ ] for component in components : if component . _action is cls . REPLACE : appends = component . _appends filters = component...
def _load_polygon ( tokens , string ) : """Has similar inputs and return value to to : func : ` _ load _ point ` , except is for handling POLYGON geometry . : returns : A GeoJSON ` dict ` Polygon representation of the WKT ` ` string ` ` ."""
open_parens = next ( tokens ) , next ( tokens ) if not open_parens == ( '(' , '(' ) : raise ValueError ( INVALID_WKT_FMT % string ) # coords contains a list of rings # each ring contains a list of points # each point is a list of 2-4 values coords = [ ] ring = [ ] on_ring = True try : pt = [ ] for t in toke...
def retrieve ( self , identifier , * criterion ) : """Retrieve a model by primary key and zero or more other criteria . : raises ` NotFound ` if there is no existing model"""
return self . _retrieve ( self . model_class . id == identifier , * criterion )
def get ( self , document = None , plugin = None ) : """Get one or more documents . : param document : Name of the document : type document : str : param plugin : Plugin object , under which the document was registered : type plugin : GwBasePattern"""
if plugin is not None : if document is None : documents_list = { } for key in self . documents . keys ( ) : if self . documents [ key ] . plugin == plugin : documents_list [ key ] = self . documents [ key ] return documents_list else : if document in s...
def request_sign_out ( self , user ) : """Send a single logout request to each service accessed by a specified user . This is called at logout when single logout is enabled . If requests - futures is installed , asynchronous requests will be sent . Otherwise , synchronous requests will be sent ."""
session = Session ( ) for ticket in self . filter ( user = user , consumed__gte = user . last_login ) : ticket . request_sign_out ( session = session )
def get_url ( request ) : """Since we might be hosted behind a proxy , we need to check the X - Forwarded - Proto , X - Forwarded - Protocol , or X - Forwarded - SSL headers to find out what protocol was used to access us ."""
protocol = request . headers . get ( 'X-Forwarded-Proto' ) or request . headers . get ( 'X-Forwarded-Protocol' ) if protocol is None and request . headers . get ( 'X-Forwarded-Ssl' ) == 'on' : protocol = 'https' if protocol is None : return request . url url = list ( urlparse ( request . url ) ) url [ 0 ] = pro...
def write_edges ( self ) : """Write all edges we can find in the graph in a brute - force manner ."""
for node in self . nodes . values ( ) : if node [ "parent_url" ] in self . nodes : self . write_edge ( node ) self . flush ( )
def arithmetic_mnemonic ( self , op_name , op_type ) : """Generates an arithmetic instruction mnemonic"""
return self . OPERATIONS [ op_name ] + self . OPSIGNS [ op_type ]
def status_for_all_orders_in_a_stock ( self , stock ) : """Status for all orders in a stock https : / / starfighter . readme . io / docs / status - for - all - orders - in - a - stock"""
url_fragment = 'venues/{venue}/accounts/{account}/stocks/{stock}/orders' . format ( stock = stock , venue = self . venue , account = self . account , ) url = urljoin ( self . base_url , url_fragment ) return self . session . get ( url ) . json ( )
def _get_user_groups ( self , user ) : '''Get user groups . : param user : : return :'''
return [ g . gr_name for g in grp . getgrall ( ) if user in g . gr_mem ] + [ grp . getgrgid ( pwd . getpwnam ( user ) . pw_gid ) . gr_name ]
def __set_premature_stop_codon_status ( self , hgvs_string ) : """Set whether there is a premature stop codon ."""
if re . search ( '.+\*(\d+)?$' , hgvs_string ) : self . is_premature_stop_codon = True self . is_non_silent = True # check if it is also a nonsense mutation if hgvs_string . endswith ( '*' ) : self . is_nonsense_mutation = True else : self . is_nonsense_mutation = False else : se...
def _calc_overlap_coef ( markers1 : dict , markers2 : dict , ) : """Calculate overlap coefficient between the values of two dictionaries Note : dict values must be sets"""
overlap_coef = np . zeros ( ( len ( markers1 ) , len ( markers2 ) ) ) j = 0 for marker_group in markers1 : tmp = [ len ( markers2 [ i ] . intersection ( markers1 [ marker_group ] ) ) / max ( min ( len ( markers2 [ i ] ) , len ( markers1 [ marker_group ] ) ) , 1 ) for i in markers2 . keys ( ) ] overlap_coef [ j ...
def add_simmanager_api ( self , mock ) : '''Add org . ofono . SimManager API to a mock'''
iface = 'org.ofono.SimManager' mock . AddProperties ( iface , { 'BarredDialing' : _parameters . get ( 'BarredDialing' , False ) , 'CardIdentifier' : _parameters . get ( 'CardIdentifier' , new_iccid ( self ) ) , 'FixedDialing' : _parameters . get ( 'FixedDialing' , False ) , 'LockedPins' : _parameters . get ( 'LockedPin...
def _explode_shorthand_ip_string ( self ) : """Expand a shortened IPv6 address . Args : ip _ str : A string , the IPv6 address . Returns : A string , the expanded IPv6 address ."""
if isinstance ( self , IPv6Network ) : ip_str = str ( self . network_address ) elif isinstance ( self , IPv6Interface ) : ip_str = str ( self . ip ) else : ip_str = str ( self ) ip_int = self . _ip_int_from_string ( ip_str ) hex_str = '%032x' % ip_int parts = [ hex_str [ x : x + 4 ] for x in range ( 0 , 32 ...
def parse ( text : str , style : Style = Style . auto ) -> Docstring : """Parse the docstring into its components . : param text : docstring text to parse : param style : docstring style : returns : parsed docstring representation"""
if style != Style . auto : return _styles [ style ] ( text ) rets = [ ] for parse_ in _styles . values ( ) : try : rets . append ( parse_ ( text ) ) except ParseError as e : exc = e if not rets : raise exc return sorted ( rets , key = lambda d : len ( d . meta ) , reverse = True ) [ 0 ]
def find_route_functions_taint_args ( self ) : """Find all route functions and taint all of their arguments . Yields : CFG of each route function , with args marked as tainted ."""
for definition in _get_func_nodes ( ) : if self . is_route_function ( definition . node ) : yield self . get_func_cfg_with_tainted_args ( definition )
def add_behaviour ( self , behaviour , template = None ) : """Adds and starts a behaviour to the agent . If template is not None it is used to match new messages and deliver them to the behaviour . Args : behaviour ( spade . behaviour . CyclicBehaviour ) : the behaviour to be started template ( spade . te...
behaviour . set_agent ( self ) if issubclass ( type ( behaviour ) , FSMBehaviour ) : for _ , state in behaviour . get_states ( ) . items ( ) : state . set_agent ( self ) behaviour . set_template ( template ) self . behaviours . append ( behaviour ) if self . is_alive ( ) : behaviour . start ( )
def set_tenant ( self , tenant , include_public = True ) : """Main API method to current database schema , but it does not actually modify the db connection ."""
self . tenant = tenant self . schema_name = tenant . schema_name self . include_public_schema = include_public self . set_settings_schema ( self . schema_name ) self . search_path_set = False
def fake_KATCP_client_resource_factory ( KATCPClientResourceClass , fake_options , resource_spec , * args , ** kwargs ) : """Create a fake KATCPClientResource - like class and a fake - manager Parameters KATCPClientResourceClass : class Subclass of : class : ` katcp . resource _ client . KATCPClientResource `...
# TODO Implement allow _ any _ request functionality . When True , any unknown request ( even # if there is no fake implementation ) should succeed allow_any_request = fake_options . get ( 'allow_any_request' , False ) class FakeKATCPClientResource ( KATCPClientResourceClass ) : def inspecting_client_factory ( self...
def expand ( self , id ) : """Expand a concept or collection to all it ' s narrower concepts . If the id passed belongs to a : class : ` skosprovider . skos . Concept ` , the id of the concept itself should be include in the return value . : param str id : A concept or collection id . : returns : A : class ...
query = """SELECT DISTINCT ?Id{ { ?Subject dc:identifier ?Id; skos:inScheme %s:; gvp:broaderExtended %s;. } UNION { VALUES ?Id {'%s'} ?Subject dc:identifier ?Id; skos:inScheme %s:; rdf:type skos:Concept. ...
def timeseries ( self ) : """Load time series It returns the actual time series used in power flow analysis . If : attr : ` _ timeseries ` is not : obj : ` None ` , it is returned . Otherwise , : meth : ` timeseries ( ) ` looks for time series of the according sector in : class : ` ~ . grid . network . Time...
if self . _timeseries is None : if isinstance ( self . grid , MVGrid ) : voltage_level = 'mv' elif isinstance ( self . grid , LVGrid ) : voltage_level = 'lv' ts_total = None for sector in self . consumption . keys ( ) : consumption = self . consumption [ sector ] # check ...
def create_settings ( from_environment = False , locustfile = None , classes = None , host = None , num_clients = None , hatch_rate = None , reset_stats = False , run_time = "3m" ) : '''Returns a settings object to be used by a LocalLocustRunner . Arguments from _ environment : get settings from environment var...
settings = type ( '' , ( ) , { } ) ( ) settings . from_environment = from_environment settings . locustfile = locustfile settings . classes = classes settings . host = host settings . num_clients = num_clients settings . hatch_rate = hatch_rate settings . reset_stats = reset_stats settings . run_time = run_time # Defau...
def get_departures ( self , station ) : """Fetch the current departure times from this station http : / / webservices . ns . nl / ns - api - avt ? station = $ { Naam of afkorting Station } @ param station : station to lookup"""
url = 'http://webservices.ns.nl/ns-api-avt?station=' + station raw_departures = self . _request ( 'GET' , url ) return self . parse_departures ( raw_departures )
def format_decimal ( decimal ) : """Formats a decimal number : param decimal : the decimal value : return : the formatted string value"""
# strip trailing fractional zeros normalized = decimal . normalize ( ) sign , digits , exponent = normalized . as_tuple ( ) if exponent >= 1 : normalized = normalized . quantize ( 1 ) return str ( normalized )
def delete_files ( self , ids ) : """Remove one or more files"""
self . check_owner ( ) if not isinstance ( ids , list ) : raise TypeError ( "You must specify list of files to delete!" ) self . conn . make_call ( "deleteFiles" , ids )
def register_plugin ( self ) : """Register plugin in Spyder ' s main window"""
self . focus_changed . connect ( self . main . plugin_focus_changed ) self . main . add_dockwidget ( self ) # self . main . console . set _ historylog ( self ) self . main . console . shell . refresh . connect ( self . refresh_plugin )
def _parse_regr_response ( self , response , uri = None , new_authzr_uri = None , terms_of_service = None ) : """Parse a registration response from the server ."""
links = _parse_header_links ( response ) if u'terms-of-service' in links : terms_of_service = links [ u'terms-of-service' ] [ u'url' ] if u'next' in links : new_authzr_uri = links [ u'next' ] [ u'url' ] if new_authzr_uri is None : raise errors . ClientError ( '"next" link missing' ) return ( response . json...
def normalize_choices ( db_values , field_name , app = DEFAULT_APP , model_name = '' , human_readable = True , none_value = 'Null' , blank_value = 'Unknown' , missing_value = 'Unknown DB Code' ) : '''Output the human - readable strings associated with the list of database values for a model field . Uses the trans...
if app and isinstance ( app , basestring ) : app = get_app ( app ) if not db_values : return try : db_values = dict ( db_values ) except : raise NotImplemented ( "This function can only handle objects that can be converted to a dict, not lists or querysets returned by django `.values().aggregate()`." ) ...
def pygame_image_loader ( filename , colorkey , ** kwargs ) : """pytmx image loader for pygame : param filename : : param colorkey : : param kwargs : : return :"""
if colorkey : colorkey = pygame . Color ( '#{0}' . format ( colorkey ) ) pixelalpha = kwargs . get ( 'pixelalpha' , True ) image = pygame . image . load ( filename ) def load_image ( rect = None , flags = None ) : if rect : try : tile = image . subsurface ( rect ) except ValueError :...
def extract_fasta ( partition_file , fasta_file , output_dir , chunk_size = DEFAULT_CHUNK_SIZE , max_cores = DEFAULT_MAX_CORES , ) : """Extract sequences from bins Identify bins , extract chunks belonging to each bins and gather them in a single FASTA file . Parameters partition _ file : file , str or pathl...
genome = { record . id : record . seq for record in SeqIO . parse ( fasta_file , "fasta" ) } data_chunks = list ( zip ( * np . genfromtxt ( partition_file , usecols = ( 0 , 1 ) , dtype = None ) ) ) chunk_names = np . array ( data_chunks [ 0 ] , dtype = object ) cores = np . array ( data_chunks [ 1 ] ) for core in set (...
def parameters_changed ( self ) : """Notice that we update the warping function gradients here ."""
self . Y_normalized [ : ] = self . transform_data ( ) super ( WarpedGP , self ) . parameters_changed ( ) Kiy = self . posterior . woodbury_vector . flatten ( ) self . warping_function . update_grads ( self . Y_untransformed , Kiy )
def attach ( self , data , file_name = None , comment = None , compression = True , mime = r"application/octet-stream" , embedded = True , ) : """attach embedded attachment as application / octet - stream Parameters data : bytes data to be attached file _ name : str string file name comment : str atta...
if data in self . _attachments_cache : return self . _attachments_cache [ data ] else : creator_index = len ( self . file_history ) fh = FileHistory ( ) fh . comment = """<FHcomment> <TX>Added new embedded attachment from {}</TX> <tool_id>asammdf</tool_id> <tool_vendor>asammdf</tool_vendor> <tool_versio...
def get_state_actions ( self , state , ** kwargs ) : """Sends kill signals to running containers . : param state : Configuration state . : type state : dockermap . map . state . ConfigState : param kwargs : Additional keyword arguments . : return : Actions on the client , map , and configurations . : rtyp...
if state . config_id . config_type == ItemType . CONTAINER and state . base_state == State . RUNNING : return [ ItemAction ( state , Action . KILL , extra_data = kwargs ) ]
def consulta_faixa ( self , localidade , uf ) : """Consulta site e retorna faixa para localidade"""
url = 'consultaFaixaCepAction.do' data = { 'UF' : uf , 'Localidade' : localidade . encode ( 'cp1252' ) , 'cfm' : '1' , 'Metodo' : 'listaFaixaCEP' , 'TipoConsulta' : 'faixaCep' , 'StartRow' : '1' , 'EndRow' : '10' , } html = self . _url_open ( url , data ) . read ( ) return self . _parse_faixa ( html )
def _getTextType ( self , lineData , column ) : """Get text type ( letter )"""
if lineData is None : return ' ' # default is code textTypeMap = lineData [ 1 ] if column >= len ( textTypeMap ) : # probably , not actual data , not updated yet return ' ' return textTypeMap [ column ]
def do_gdbserver ( self ) : """! @ brief Handle ' gdbserver ' subcommand ."""
self . _process_commands ( self . _args . commands ) gdbs = [ ] try : # Build dict of session options . sessionOptions = convert_session_options ( self . _args . options ) sessionOptions . update ( { 'gdbserver_port' : self . _args . port_number , 'telnet_port' : self . _args . telnet_port , 'persist' : self . ...
def assign ( self , objects , nurest_object_type , async = False , callback = None , commit = True ) : """Reference a list of objects into the current resource Args : objects ( list ) : list of NURESTObject to link nurest _ object _ type ( type ) : Type of the object to link callback ( function ) : Callback...
ids = list ( ) for nurest_object in objects : ids . append ( nurest_object . id ) url = self . get_resource_url_for_child_type ( nurest_object_type ) request = NURESTRequest ( method = HTTP_METHOD_PUT , url = url , data = ids ) user_info = { 'nurest_objects' : objects , 'commit' : commit } if async : return sel...
def _update_id ( record , new_id ) : """Update a record id to new _ id , also modifying the ID in record . description"""
old_id = record . id record . id = new_id # At least for FASTA , record ID starts the description record . description = re . sub ( '^' + re . escape ( old_id ) , new_id , record . description ) return record
def send_request ( self , request ) : """Handles the Blocks option in a outgoing request . : type request : Request : param request : the outgoing request : return : the edited request"""
assert isinstance ( request , Request ) if request . block1 or ( request . payload is not None and len ( request . payload ) > defines . MAX_PAYLOAD ) : host , port = request . destination key_token = hash ( str ( host ) + str ( port ) + str ( request . token ) ) if request . block1 : num , m , size...
def __set_authoring_nodes ( self , source , target ) : """Sets given editor authoring nodes . : param source : Source file . : type source : unicode : param target : Target file . : type target : unicode"""
editor = self . __script_editor . get_editor ( source ) editor . set_file ( target ) self . __script_editor . model . update_authoring_nodes ( editor )
def explain_weights_lightgbm ( lgb , vec = None , top = 20 , target_names = None , # ignored targets = None , # ignored feature_names = None , feature_re = None , feature_filter = None , importance_type = 'gain' , ) : """Return an explanation of an LightGBM estimator ( via scikit - learn wrapper LGBMClassifier or...
coef = _get_lgb_feature_importances ( lgb , importance_type ) lgb_feature_names = lgb . booster_ . feature_name ( ) return get_feature_importance_explanation ( lgb , vec , coef , feature_names = feature_names , estimator_feature_names = lgb_feature_names , feature_filter = feature_filter , feature_re = feature_re , top...
async def send_packed_command ( self , command ) : "Send an already packed command to the Redis server"
if not self . _writer : await self . connect ( ) try : if isinstance ( command , str ) : command = [ command ] self . _writer . writelines ( command ) except asyncio . futures . TimeoutError : self . disconnect ( ) raise TimeoutError ( "Timeout writing to socket" ) except Exception : e =...
def _result_handler ( self , response : Dict [ str , Any ] ) : """应答结果响应处理 . 将结果解析出来设置给任务对应的Future对象上 Parameters : ( response ) : - 响应的python字典形式数据 Return : ( bool ) : - 准确地说没有错误就会返回True"""
res = response . get ( "MESSAGE" ) ID = res . get ( "ID" ) result = res . get ( "RESULT" ) fut = self . tasks . get ( ID ) fut . set_result ( result ) return True
def get_region ( cls , resource = None ) : """Retrieve region from standard environmental variables or file name . More information of the following link : http : / / goo . gl / Vb9Jky"""
if resource : resource_info = cls . parse_remote ( resource ) if resource_info . region : return resource_info . region return os . environ . get ( "AWS_DEFAULT_REGION" , cls . _DEFAULT_REGION )
def custom_resolve ( self ) : """If a custom resolver is defined , perform custom resolution on the contained addresses . : return :"""
if not callable ( self . custom_resolver ) : return new_addresses = [ ] for address in self . addresses : for new_address in self . custom_resolver ( address ) : new_addresses . append ( new_address ) self . addresses = new_addresses
def write ( self , fd ) : """write out to file descriptor ."""
print >> fd , self . classHead for t in self . items : print >> fd , t print >> fd , self . classFoot
def update_selected_cb ( parents , combobox ) : """Update the combobox with the selected item based on the parents . Parameters parents : list of : class : ` FoldScopeHelper ` combobox : : class : ` qtpy . QtWidets . QComboBox ` The combobox to populate Returns None"""
if parents is not None and len ( parents ) == 0 : combobox . setCurrentIndex ( 0 ) else : item = parents [ - 1 ] for i in range ( combobox . count ( ) ) : if combobox . itemData ( i ) == item : combobox . setCurrentIndex ( i ) break
def get_ratetimestamp ( self , base , code ) : """Return rate timestamp as a datetime / date or None"""
try : ts = int ( self . get_rate ( code ) [ 'ts' ] ) except RuntimeError : return None return datetime . fromtimestamp ( ts )