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def extant_file ( path ) : """Check if file exists with argparse"""
if not os . path . exists ( path ) : raise argparse . ArgumentTypeError ( "{} does not exist" . format ( path ) ) return path
def hmget ( self , * args ) : """This command on the model allow getting many instancehash fields with only one redis call . You must pass hash name to retrieve as arguments ."""
if args and not any ( arg in self . _instancehash_fields for arg in args ) : raise ValueError ( "Only InstanceHashField can be used here." ) return self . _call_command ( 'hmget' , args )
def flushing ( self ) : """Flush the current session , handling common errors ."""
try : yield self . session . flush ( ) except ( FlushError , IntegrityError ) as error : error_message = str ( error ) # There ought to be a cleaner way to capture this condition if "duplicate" in error_message : raise DuplicateModelError ( error ) if "already exists" in error_message : ...
def insert_data_frame ( col , df , int_col = None , binary_col = None , minimal_size = 5 ) : """Insert ` ` pandas . DataFrame ` ` . : param col : : class : ` pymongo . collection . Collection ` instance . : param df : : class : ` pandas . DataFrame ` instance . : param int _ col : list of integer - type colum...
data = transform . to_dict_list_generic_type ( df , int_col = int_col , binary_col = binary_col ) smart_insert ( col , data , minimal_size )
def log_rmtree_error ( func , arg , exc_info ) : """Suited as onerror handler for ( sh ) util . rmtree ( ) that logs a warning ."""
logging . warning ( "Failure during '%s(%s)': %s" , func . __name__ , arg , exc_info [ 1 ] )
def _find_all_step_methods ( self ) : """Finds all _ step < n > methods where n is an integer in this class ."""
steps = ( [ method for method in dir ( self ) if callable ( getattr ( self , method ) ) and re . match ( r'_step\d+\d+.*' , method ) ] ) steps = sorted ( steps ) for step in steps : self . _steps . append ( getattr ( self , step ) )
def get_user ( self , identified_with , identifier , req , resp , resource , uri_kwargs ) : """Get user object for given identifier . Args : identified _ with ( object ) : authentication middleware used to identify the user . identifier : middleware specifix user identifier ( string or tuple in case of al...
stored_value = self . kv_store . get ( self . _get_storage_key ( identified_with , identifier ) ) if stored_value is not None : user = self . serialization . loads ( stored_value . decode ( ) ) else : user = None return user
def connect ( * , dsn , autocommit = False , ansi = False , timeout = 0 , loop = None , executor = None , echo = False , after_created = None , ** kwargs ) : """Accepts an ODBC connection string and returns a new Connection object . The connection string can be passed as the string ` str ` , as a list of keywor...
return _ContextManager ( _connect ( dsn = dsn , autocommit = autocommit , ansi = ansi , timeout = timeout , loop = loop , executor = executor , echo = echo , after_created = after_created , ** kwargs ) )
def cylinder ( target , throat_diameter = 'throat.diameter' ) : r"""Calculate throat cross - sectional area for a cylindrical throat Parameters target : OpenPNM Object The object which this model is associated with . This controls the length of the calculated array , and also provides access to other nece...
diams = target [ throat_diameter ] value = _pi / 4 * ( diams ) ** 2 return value
def validateExtractOptions ( options ) : '''Check the validity of the option combinations for barcode extraction'''
if not options . pattern and not options . pattern2 : if not options . read2_in : U . error ( "Must supply --bc-pattern for single-end" ) else : U . error ( "Must supply --bc-pattern and/or --bc-pattern2 " "if paired-end " ) if options . pattern2 : if not options . read2_in : U . err...
def str_match ( arr , pat , case = True , flags = 0 , na = np . nan ) : """Determine if each string matches a regular expression . Parameters pat : str Character sequence or regular expression . case : bool , default True If True , case sensitive . flags : int , default 0 ( no flags ) re module flags ...
if not case : flags |= re . IGNORECASE regex = re . compile ( pat , flags = flags ) dtype = bool f = lambda x : bool ( regex . match ( x ) ) return _na_map ( f , arr , na , dtype = dtype )
def get_all_parsers ( self , strict_type_matching : bool = False ) -> List [ Parser ] : """Returns the list of all parsers in order of relevance . : return :"""
matching = self . find_all_matching_parsers ( strict = strict_type_matching ) [ 0 ] # matching [ 1 ] ( approx match ) is supposed to be empty since we use a joker on type and a joker on ext : only # exact and generic match should exist , no approx match if len ( matching [ 1 ] ) > 0 : raise Exception ( 'Internal er...
def GenerateNetworkedConfigFile ( load_hook , normal_class_load_hook , normal_class_dump_hook , ** kwargs ) -> NetworkedConfigObject : """Generates a NetworkedConfigObject using the specified hooks ."""
def NetworkedConfigObjectGenerator ( url , safe_load : bool = True ) : cfg = NetworkedConfigObject ( url = url , load_hook = load_hook , safe_load = safe_load , normal_class_load_hook = normal_class_load_hook , normal_class_dump_hook = normal_class_dump_hook ) return cfg return NetworkedConfigObjectGenerator
def delete_task ( self , task_name ) : """Deletes the named Task in this Job ."""
logger . debug ( 'Deleting task {0}' . format ( task_name ) ) if not self . state . allow_change_graph : raise DagobahError ( "job's graph is immutable in its current state: %s" % self . state . status ) if task_name not in self . tasks : raise DagobahError ( 'task %s does not exist' % task_name ) self . tasks ...
def _stripe_object_to_record ( cls , data , current_ids = None , pending_relations = None ) : """This takes an object , as it is formatted in Stripe ' s current API for our object type . In return , it provides a dict . The dict can be used to create a record or to update a record This function takes care of ...
manipulated_data = cls . _manipulate_stripe_object_hook ( data ) if "object" not in data : raise ValueError ( "Stripe data has no `object` value. Aborting. %r" % ( data ) ) if not cls . is_valid_object ( data ) : raise ValueError ( "Trying to fit a %r into %r. Aborting." % ( data [ "object" ] , cls . __name__ )...
def _set_lim_and_transforms ( self ) : """Setup the key transforms for the axes ."""
# Most of the transforms are set up correctly by LambertAxes LambertAxes . _set_lim_and_transforms ( self ) # Transform for latitude ticks . These are typically unused , but just # in case we need them . . . yaxis_stretch = Affine2D ( ) . scale ( 4 * self . horizon , 1.0 ) yaxis_stretch = yaxis_stretch . translate ( - ...
def get_devices ( self ) : """Return a list of devices . Deprecated , use get _ actors instead ."""
url = self . base_url + '/net/home_auto_query.lua' response = self . session . get ( url , params = { 'sid' : self . sid , 'command' : 'AllOutletStates' , 'xhr' : 0 , } , timeout = 15 ) response . raise_for_status ( ) data = response . json ( ) count = int ( data [ "Outlet_count" ] ) devices = [ ] for i in range ( 1 , ...
def get_extver ( self ) : """Get the version for this extension . Used when a name is given to multiple extensions"""
ver = self . _info [ 'extver' ] if ver == 0 : ver = self . _info [ 'hduver' ] return ver
def inc ( self , key , key_length = 0 ) : """Add value to key - value Params : < str > key < int > value < int > key _ length Return : < int > key _ value"""
if key_length < 1 : key_length = len ( key ) val = self . add_method ( self , key , key_length , 1 ) if self . k : self . _update ( key , val ) return val
def on ( self , message , namespace = None ) : """Decorator to register a SocketIO event handler . This decorator must be applied to SocketIO event handlers . Example : : @ socketio . on ( ' my event ' , namespace = ' / chat ' ) def handle _ my _ custom _ event ( json ) : print ( ' received json : ' + str (...
namespace = namespace or '/' def decorator ( handler ) : def _handler ( sid , * args ) : return self . _handle_event ( handler , message , namespace , sid , * args ) if self . server : self . server . on ( message , _handler , namespace = namespace ) else : self . handlers . append (...
def run_example ( example_name , environ ) : """Run an example module from zipline . examples ."""
mod = EXAMPLE_MODULES [ example_name ] register_calendar ( "YAHOO" , get_calendar ( "NYSE" ) , force = True ) return run_algorithm ( initialize = getattr ( mod , 'initialize' , None ) , handle_data = getattr ( mod , 'handle_data' , None ) , before_trading_start = getattr ( mod , 'before_trading_start' , None ) , analyz...
def current_arg_text ( self ) -> str : """Plain text part in the current argument , without any CQ codes ."""
if self . _current_arg_text is None : self . _current_arg_text = Message ( self . current_arg ) . extract_plain_text ( ) return self . _current_arg_text
def script ( script , interpreter = '' , suffix = '' , args = '' , ** kwargs ) : '''Execute specified script using specified interpreter . This action accepts common action arguments such as input , active , workdir , docker _ image and args . In particular , content of one or more files specified by option inp...
return SoS_ExecuteScript ( script , interpreter , suffix , args ) . run ( ** kwargs )
def hashsummary ( self ) : """Print a model summary - checksums of each layer parameters"""
children = list ( self . children ( ) ) result = [ ] for child in children : result . extend ( hashlib . sha256 ( x . detach ( ) . cpu ( ) . numpy ( ) . tobytes ( ) ) . hexdigest ( ) for x in child . parameters ( ) ) return result
def get_injuries ( self , season , week ) : """Injuries by week"""
result = self . _method_call ( "Injuries/{season}/{week}" , "stats" , season = season , week = week ) return result
def shrink ( self ) : """Shrink ca . 5 % of entries ."""
trim = int ( 0.05 * len ( self ) ) if trim : items = super ( LFUCache , self ) . items ( ) # sorting function for items keyfunc = lambda x : x [ 1 ] [ 0 ] values = sorted ( items , key = keyfunc ) for item in values [ 0 : trim ] : del self [ item [ 0 ] ]
def snapshot_created ( name , ami_name , instance_name , wait_until_available = True , wait_timeout_seconds = 300 , ** kwargs ) : '''Create a snapshot from the given instance . . versionadded : : 2016.3.0'''
ret = { 'name' : name , 'result' : True , 'comment' : '' , 'changes' : { } } if not __salt__ [ 'boto_ec2.create_image' ] ( ami_name = ami_name , instance_name = instance_name , ** kwargs ) : ret [ 'comment' ] = 'Failed to create new AMI {ami_name}' . format ( ami_name = ami_name ) ret [ 'result' ] = False r...
async def stop_slaves ( self , timeout = 1 ) : """Stop all the slaves by sending a stop - message to their managers . : param int timeout : Timeout for connecting to each manager . If a connection can not be made before the timeout expires , the resulting error for that particular manager is logged , but th...
for addr in self . addrs : try : r_manager = await self . env . connect ( addr , timeout = timeout ) await r_manager . stop ( ) except : self . _log ( logging . WARNING , "Could not stop {}" . format ( addr ) )
def set ( self , dict_name , key , value , priority = None ) : '''Set a single value for a single key . This requires a session lock . : param str dict _ name : name of the dictionary to update : param str key : key to update : param str value : value to assign to ` key ` : param int priority : priority s...
if priority is not None : priorities = { key : priority } else : priorities = None self . update ( dict_name , { key : value } , priorities = priorities )
def run ( self ) : """Start json minimizer and exit when all json files were minimized ."""
for rel_path in sorted ( self . paths ) : file_path = join ( self . data_dir , rel_path ) self . minify ( file_path ) after = self . size_of ( self . after_total ) before = self . size_of ( self . before_total ) saved = self . size_of ( self . before_total - self . after_total ) template = '\nTotal: ' '\033[92m...
def parse_http_list ( s ) : """Parse lists as described by RFC 2068 Section 2. In particular , parse comma - separated lists where the elements of the list may include quoted - strings . A quoted - string could contain a comma . A non - quoted string could have quotes in the middle . Neither commas nor quot...
res = [ ] part = '' escape = quote = False for cur in s : if escape : part += cur escape = False continue if quote : if cur == '\\' : escape = True continue elif cur == '"' : quote = False part += cur continue if cur...
def add_file_task ( self , dir_name = None ) : '''添加上传任务 , 会弹出一个选择文件的对话框'''
file_dialog = Gtk . FileChooserDialog ( _ ( 'Choose Files..' ) , self . app . window , Gtk . FileChooserAction . OPEN , ( Gtk . STOCK_CANCEL , Gtk . ResponseType . CANCEL , Gtk . STOCK_OK , Gtk . ResponseType . OK ) ) file_dialog . set_modal ( True ) file_dialog . set_select_multiple ( True ) file_dialog . set_default_...
def reset ( self ) : """Reset the tough connection . If a reset is not possible , tries to reopen the connection . It will not complain if the connection is already closed ."""
try : self . _con . reset ( ) self . _transaction = False self . _setsession ( ) self . _usage = 0 except Exception : try : self . reopen ( ) except Exception : try : self . rollback ( ) except Exception : pass
def union_update ( self , * others ) : r"""Update the multiset , adding elements from all others using the maximum multiplicity . > > > ms = Multiset ( ' aab ' ) > > > ms . union _ update ( ' bc ' ) > > > sorted ( ms ) [ ' a ' , ' a ' , ' b ' , ' c ' ] You can also use the ` ` | = ` ` operator for the sam...
_elements = self . _elements _total = self . _total for other in map ( self . _as_mapping , others ) : for element , multiplicity in other . items ( ) : old_multiplicity = _elements . get ( element , 0 ) if multiplicity > old_multiplicity : _elements [ element ] = multiplicity ...
def saveVizGithub ( contents , ontouri ) : """DEPRECATED on 2016-11-16 Was working but had a dependecies on package ' uritemplate . py ' which caused problems at installation time"""
title = "Ontospy: ontology export" readme = """This ontology documentation was automatically generated with Ontospy (https://github.com/lambdamusic/Ontospy). The graph URI is: %s""" % str ( ontouri ) files = { 'index.html' : { 'content' : contents } , 'README.txt' : { 'content' : readme } , 'LICENSE.txt' : { 'content'...
def _to_ascii ( s ) : """Converts given string to ascii ignoring non ascii . Args : s ( text or binary ) : Returns : str :"""
# TODO : Always use unicode within ambry . from six import text_type , binary_type if isinstance ( s , text_type ) : ascii_ = s . encode ( 'ascii' , 'ignore' ) elif isinstance ( s , binary_type ) : ascii_ = s . decode ( 'utf-8' ) . encode ( 'ascii' , 'ignore' ) else : raise Exception ( 'Unknown text type - ...
def generate_random_long ( signed = True ) : """Generates a random long integer ( 8 bytes ) , which is optionally signed"""
return int . from_bytes ( os . urandom ( 8 ) , signed = signed , byteorder = 'little' )
def send ( self , message ) : """Adds a message to the list , returning a fake ' ok ' response : returns : A response message with ` ` ok = True ` `"""
for event in message . events : self . events . append ( event ) reply = riemann_client . riemann_pb2 . Msg ( ) reply . ok = True return reply
def mavlink_packet ( self , m ) : '''get time from mavlink ATTITUDE'''
if m . get_type ( ) == 'GLOBAL_POSITION_INT' : if abs ( m . lat ) < 1000 and abs ( m . lon ) < 1000 : return self . vehicle_pos = VehiclePos ( m )
def from_config ( cls , shelf , obj , ** kwargs ) : """Construct a Recipe from a plain Python dictionary . Most of the directives only support named ingredients , specified as strings , and looked up on the shelf . But filters can be specified as objects . Additionally , each RecipeExtension can extract and...
def subdict ( d , keys ) : new = { } for k in keys : if k in d : new [ k ] = d [ k ] return new core_kwargs = subdict ( obj , recipe_schema [ 'schema' ] . keys ( ) ) core_kwargs = normalize_schema ( recipe_schema , core_kwargs ) core_kwargs [ 'filters' ] = [ parse_condition ( filter , sh...
def append ( self , cell ) : """행에 cell을 붙입니다 ."""
assert isinstance ( cell , Cell ) super ( Row , self ) . append ( cell )
def moderate ( self , comment , content_object , request ) : """Determine whether a given comment on a given object should be allowed to show up immediately , or should be marked non - public and await approval . Return ` ` True ` ` if the comment should be moderated ( marked non - public ) , ` ` False ` ` ...
if self . auto_moderate_field and self . moderate_after is not None : moderate_after_date = getattr ( content_object , self . auto_moderate_field ) if moderate_after_date is not None and self . _get_delta ( timezone . now ( ) , moderate_after_date ) . days >= self . moderate_after : return True return F...
def mock_import ( do_not_mock = None , ** mock_kwargs ) : """Mocks import statements by ignoring ImportErrors and replacing the missing module with a Mock . : param str | unicode | list [ str | unicode ] do _ not _ mock : names of modules that should exists , and an ImportError could be raised for . : param...
do_not_mock = _to_list ( do_not_mock ) def try_import ( module_name , * args , ** kwargs ) : try : return _builtins_import ( module_name , * args , ** kwargs ) except : # intentionally catch all exceptions if any ( ( _match ( module_name , prefix ) for prefix in do_not_mock ) ) : # This is a mod...
def _action ( action = 'get' , search = None , one = True , force = False ) : '''Multi action helper for start , stop , get , . . .'''
vms = { } matched_vms = [ ] client = salt . client . get_local_client ( __opts__ [ 'conf_file' ] ) # # lookup vms try : vmadm_args = { } vmadm_args [ 'order' ] = 'uuid,alias,hostname,state' if '=' in search : vmadm_args [ 'search' ] = search for cn in client . cmd_iter ( 'G@virtual:physical and ...
def decode_buffer ( buffer : dict ) -> np . ndarray : """Translate a DataBuffer into a numpy array . : param buffer : Dictionary with ' data ' byte array , ' dtype ' , and ' shape ' fields : return : NumPy array of decoded data"""
buf = np . frombuffer ( buffer [ 'data' ] , dtype = buffer [ 'dtype' ] ) return buf . reshape ( buffer [ 'shape' ] )
def validate ( pfeed , * , as_df = True , include_warnings = True ) : """Check whether the given pfeed satisfies the ProtoFeed spec . Parameters pfeed : ProtoFeed as _ df : boolean If ` ` True ` ` , then return the resulting report as a DataFrame ; otherwise return the result as a list include _ warning...
problems = [ ] # Check for invalid columns and check the required tables checkers = [ 'check_frequencies' , 'check_meta' , 'check_service_windows' , 'check_shapes' , 'check_stops' , ] for checker in checkers : problems . extend ( globals ( ) [ checker ] ( pfeed , include_warnings = include_warnings ) ) return gt . ...
def ColorWithLightness ( self , lightness ) : '''Create a new instance based on this one with a new lightness value . Parameters : : lightness : The lightness of the new color [ 0 . . . 1 ] . Returns : A grapefruit . Color instance . > > > Color . NewFromHsl ( 30 , 1 , 0.5 ) . ColorWithLightness ( 0.25)...
h , s , l = self . __hsl return Color ( ( h , s , lightness ) , 'hsl' , self . __a , self . __wref )
def email ( self ) : """Shortcut property for finding the e - mail address or bot URL ."""
if "profile" in self . _raw : email = self . _raw [ "profile" ] . get ( "email" ) elif "bot_url" in self . _raw : email = self . _raw [ "bot_url" ] else : email = None if not email : logging . debug ( "No email found for %s" , self . _raw . get ( "name" ) ) return email
def baldwinsoc_winners ( self , profile ) : """Returns an integer list that represents all possible winners of a profile under baldwin rule . : ivar Profile profile : A Profile object that represents an election profile ."""
ordering = profile . getOrderVectors ( ) m = profile . numCands prefcounts = profile . getPreferenceCounts ( ) if min ( ordering [ 0 ] ) == 0 : startstate = set ( range ( m ) ) else : startstate = set ( range ( 1 , m + 1 ) ) wmg = self . getWmg2 ( prefcounts , ordering , startstate , normalize = False ) known_w...
def find_first_tag ( tags , entity_type , after_index = - 1 ) : """Searches tags for entity type after given index Args : tags ( list ) : a list of tags with entity types to be compaired too entity _ type entity _ type ( str ) : This is he entity type to be looking for in tags after _ index ( int ) : the st...
for tag in tags : for entity in tag . get ( 'entities' ) : for v , t in entity . get ( 'data' ) : if t . lower ( ) == entity_type . lower ( ) and tag . get ( 'start_token' , 0 ) > after_index : return tag , v , entity . get ( 'confidence' ) return None , None , None
def count ( self , level = None ) : """Return number of non - NA / null observations in the Series . Parameters level : int or level name , default None If the axis is a MultiIndex ( hierarchical ) , count along a particular level , collapsing into a smaller Series . Returns int or Series ( if level spe...
if level is None : return notna ( com . values_from_object ( self ) ) . sum ( ) if isinstance ( level , str ) : level = self . index . _get_level_number ( level ) lev = self . index . levels [ level ] level_codes = np . array ( self . index . codes [ level ] , subok = False , copy = True ) mask = level_codes ==...
def split_input ( cls , mapper_spec ) : """Returns a list of shard _ count input _ spec _ shards for input _ spec . Args : mapper _ spec : The mapper specification to split from . Must contain ' blob _ keys ' parameter with one or more blob keys . Returns : A list of BlobstoreInputReaders corresponding to...
params = _get_params ( mapper_spec ) blob_keys = params [ cls . BLOB_KEYS_PARAM ] if isinstance ( blob_keys , basestring ) : # This is a mechanism to allow multiple blob keys ( which do not contain # commas ) in a single string . It may go away . blob_keys = blob_keys . split ( "," ) blob_sizes = { } for blob_key i...
def unique_id ( self ) : """Generates a tuple that uniquely identifies a ` Monomer ` in an ` Assembly ` . Notes The unique _ id will uniquely identify each monomer within a polymer . If each polymer in an assembly has a distinct id , it will uniquely identify each monomer within the assembly . The hetero ...
if self . is_hetero : if self . mol_code == 'HOH' : hetero_flag = 'W' else : hetero_flag = 'H_{0}' . format ( self . mol_code ) else : hetero_flag = ' ' return self . ampal_parent . id , ( hetero_flag , self . id , self . insertion_code )
def setLocalityGroups ( self , login , tableName , groups ) : """Parameters : - login - tableName - groups"""
self . send_setLocalityGroups ( login , tableName , groups ) self . recv_setLocalityGroups ( )
def param_sweep ( model , sequences , param_grid , n_jobs = 1 , verbose = 0 ) : """Fit a series of models over a range of parameters . Parameters model : msmbuilder . BaseEstimator An * instance * of an estimator to be used to fit data . sequences : list of array - like List of sequences , or a single s...
if isinstance ( param_grid , dict ) : param_grid = ParameterGrid ( param_grid ) elif not isinstance ( param_grid , ParameterGrid ) : raise ValueError ( "param_grid must be a dict or ParamaterGrid instance" ) # iterable with ( model , sequence ) as items iter_args = ( ( clone ( model ) . set_params ( ** params )...
def _get_param_values ( self , name ) : """Return the parameter by name as stored on the protocol agent payload . This loads the data from the local cache versus having to query the SMC for each parameter . : param str name : name of param : rtype : dict"""
for param in self . data . get ( 'paParameters' , [ ] ) : for _pa_parameter , values in param . items ( ) : if values . get ( 'name' ) == name : return values
def output ( self , value ) : """SPL output port assignment expression . Arguments : value ( str ) : SPL expression used for an output assignment . This can be a string , a constant , or an : py : class : ` Expression ` . Returns : Expression : Output assignment expression that is valid as a the context of ...
return super ( Source , self ) . output ( self . stream , value )
def set_basic_params ( self , count = None , thunder_lock = None , lock_engine = None ) : """: param int count : Create the specified number of shared locks . : param bool thunder _ lock : Serialize accept ( ) usage ( if possible ) Could improve performance on Linux with robust pthread mutexes . http : / / uw...
self . _set ( 'thunder-lock' , thunder_lock , cast = bool ) self . _set ( 'lock-engine' , lock_engine ) self . _set ( 'locks' , count ) return self . _section
def apply_config ( self , config ) : """Takes the given config dictionary and sets the hosts and base _ path attributes . If the kazoo client connection is established , its hosts list is updated to the newly configured value ."""
self . hosts = config [ "hosts" ] old_base_path = self . base_path self . base_path = config [ "path" ] if not self . connected . is_set ( ) : return logger . debug ( "Setting ZK hosts to %s" , self . hosts ) self . client . set_hosts ( "," . join ( self . hosts ) ) if old_base_path and old_base_path != self . base...
def _random_id ( self , size = 16 , chars = string . ascii_uppercase + string . digits ) : """Generates a random id based on ` size ` and ` chars ` variable . By default it will generate a 16 character long string based on ascii uppercase letters and digits ."""
return '' . join ( random . choice ( chars ) for _ in range ( size ) )
def package ( self ) : """Find a package name from a build task ' s parameters . : returns : name of the package this build task is building . : raises : ValueError if we could not parse this tasks ' s request params ."""
if self . method == 'buildNotification' : return self . params [ 1 ] [ 'name' ] if self . method in ( 'createImage' , 'image' , 'livecd' ) : return self . params [ 0 ] if self . method == 'indirectionimage' : return self . params [ 0 ] [ 'name' ] # params [ 0 ] is the source URL for these tasks : if self . ...
def change ( properties , feature , value = None ) : """Returns a modified version of properties with all values of the given feature replaced by the given value . If ' value ' is None the feature will be removed ."""
assert is_iterable_typed ( properties , basestring ) assert isinstance ( feature , basestring ) assert isinstance ( value , ( basestring , type ( None ) ) ) result = [ ] feature = add_grist ( feature ) for p in properties : if get_grist ( p ) == feature : if value : result . append ( replace_gri...
def calc_naturalremotedischarge_v1 ( self ) : """Try to estimate the natural discharge of a cross section far downstream based on the last few simulation steps . Required control parameter : | NmbLogEntries | Required log sequences : | LoggedTotalRemoteDischarge | | LoggedOutflow | Calculated flux seq...
con = self . parameters . control . fastaccess flu = self . sequences . fluxes . fastaccess log = self . sequences . logs . fastaccess flu . naturalremotedischarge = 0. for idx in range ( con . nmblogentries ) : flu . naturalremotedischarge += ( log . loggedtotalremotedischarge [ idx ] - log . loggedoutflow [ idx ]...
def _hash_of_file ( path , algorithm ) : """Return the hash digest of a file ."""
with open ( path , 'rb' ) as archive : hash = hashlib . new ( algorithm ) for chunk in read_chunks ( archive ) : hash . update ( chunk ) return hash . hexdigest ( )
def fields ( self ) : '''Return a tuple of ordered fields for this : class : ` ColumnTS ` .'''
key = self . id + ':fields' encoding = self . client . encoding return tuple ( sorted ( ( f . decode ( encoding ) for f in self . client . smembers ( key ) ) ) )
def flush_all ( self , time = 0 ) : """Send a command to server flush | delete all keys . : param time : Time to wait until flush in seconds . : type time : int : return : True in case of success , False in case of failure : rtype : bool"""
returns = [ ] for server in self . servers : returns . append ( server . flush_all ( time ) ) return any ( returns )
def add_filter ( self , filter_values ) : """Improve the original one to deal with OR cases ."""
field = self . _params [ 'field' ] # Build a ` AND ` query on values wihtout the OR operator . # and a ` OR ` query for each value containing the OR operator . filters = [ Q ( 'bool' , should = [ Q ( 'term' , ** { field : v } ) for v in value . split ( OR_SEPARATOR ) ] ) if OR_SEPARATOR in value else Q ( 'term' , ** { ...
def auto_doc ( tool , nco_self ) : """Generate the _ _ doc _ _ string of the decorated function by calling the nco help command : param tool : : param nco _ self : : return :"""
def desc ( func ) : func . __doc__ = nco_self . call ( [ tool , "--help" ] ) . get ( "stdout" ) return func return desc
def add_to_category ( self , category , name , action ) : """Adds given action to given category . : param category : Category to store the action . : type category : unicode : param name : Action name . : type name : unicode : param action : Action object . : type action : QAction : return : Method s...
category = self . get_category ( category , vivify = True ) if not isinstance ( category , dict ) : return False category [ name ] = action LOGGER . debug ( "> Added '{0}' action to '{1}' category!" . format ( category , name ) ) return True
def symlink ( source , target , isfile = True ) : """Creates a symlink at target * file * pointing to source . : arg isfile : when True , if symlinking is disabled in the global config , the file is copied instead with fortpy . utility . copyfile ; otherwise fortpy . utility . copy is used and the target is c...
from fortpy . code import config from os import path if config . symlink : from os import symlink , remove if path . isfile ( target ) or path . islink ( target ) : remove ( target ) elif path . isdir ( target ) : msg . warn ( "Cannot auto-delete directory '{}' for symlinking." . format ( ta...
def send_message ( self , message ) : """Send a message to Storm via stdout ."""
if not isinstance ( message , dict ) : logger = self . logger if self . logger else log logger . error ( "%s.%d attempted to send a non dict message to Storm: " "%r" , self . component_name , self . pid , message , ) return self . serializer . send_message ( message )
def formation_energy ( self , chemical_potentials = None , fermi_level = 0 ) : """Computes the formation energy for a defect taking into account a given chemical potential and fermi _ level"""
chemical_potentials = chemical_potentials if chemical_potentials else { } chempot_correction = sum ( [ chem_pot * ( self . bulk_structure . composition [ el ] - self . defect . defect_composition [ el ] ) for el , chem_pot in chemical_potentials . items ( ) ] ) formation_energy = self . energy + chempot_correction if "...
def single ( self ) : """Return the associated node . : return : node"""
nodes = super ( One , self ) . all ( ) if nodes : if len ( nodes ) == 1 : return nodes [ 0 ] else : raise CardinalityViolation ( self , len ( nodes ) ) else : raise CardinalityViolation ( self , 'none' )
def add_sender_info ( self , sender_txhash , nulldata_vin_outpoint , sender_out_data ) : """Record sender information in our block info . @ sender _ txhash : txid of the sender @ nulldata _ vin _ outpoint : the ' vout ' index from the nulldata tx input that this transaction funded"""
assert sender_txhash in self . sender_info . keys ( ) , "Missing sender info for %s" % sender_txhash assert nulldata_vin_outpoint in self . sender_info [ sender_txhash ] , "Missing outpoint %s for sender %s" % ( nulldata_vin_outpoint , sender_txhash ) block_hash = self . sender_info [ sender_txhash ] [ nulldata_vin_out...
def shared ( self ) -> typing . Union [ None , SharedCache ] : """The shared display object associated with this project ."""
return self . _project . shared if self . _project else None
def compare_and_set ( self , oldval , newval ) : '''Given ` oldval ` and ` newval ` , sets the atom ' s value to ` newval ` if and only if ` oldval ` is the atom ' s current value . Returns ` True ` upon success , otherwise ` False ` . : param oldval : The old expected value . : param newval : The new value...
ret = self . _state . compare_and_set ( oldval , newval ) if ret : self . notify_watches ( oldval , newval ) return ret
def _bake_script ( script ) : """Takes a script element and bakes it in only if it contains a remote resource"""
if "src" in script . attrs : if re . match ( "https?://" , script [ "src" ] ) : script_data = _load_url ( script [ "src" ] ) . read ( ) else : script_data = _load_file ( script [ "src" ] ) . read ( ) script . clear ( ) if USING_PYTHON2 : script . string = "\n" + script_data + "\n...
def set_shutter_level ( self , level = 0.0 ) : """sets the shutter level Args : level ( float ) : the new level of the shutter . 0.0 = open , 1.0 = closed Returns : the result of the _ restCall"""
data = { "channelIndex" : 1 , "deviceId" : self . id , "shutterLevel" : level } return self . _restCall ( "device/control/setShutterLevel" , body = json . dumps ( data ) )
def set_event_tags ( self , id , ** kwargs ) : # noqa : E501 """Set all tags associated with a specific event # 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 . set _ event _ tags ( ...
kwargs [ '_return_http_data_only' ] = True if kwargs . get ( 'async_req' ) : return self . set_event_tags_with_http_info ( id , ** kwargs ) # noqa : E501 else : ( data ) = self . set_event_tags_with_http_info ( id , ** kwargs ) # noqa : E501 return data
def get_ry0_distance ( self , mesh ) : """For each point determine the corresponding Ry0 distance using the GC2 configuration . See : meth : ` superclass method < . base . BaseSurface . get _ ry0 _ distance > ` for spec of input and result values ."""
# If the GC2 calculations have already been computed ( by invoking Ry0 # first ) and the mesh is identical then class has GC2 attributes # already pre - calculated if not self . tmp_mesh or ( self . tmp_mesh == mesh ) : # If that ' s not the case , or the mesh is different then # re - compute GC2 configuration self...
def bearer_auth ( ) : """Prompts the user for authorization using bearer authentication . tags : - Auth parameters : - in : header name : Authorization schema : type : string produces : - application / json responses : 200: description : Sucessful authentication . 401: description : Unsu...
authorization = request . headers . get ( "Authorization" ) if not ( authorization and authorization . startswith ( "Bearer " ) ) : response = app . make_response ( "" ) response . headers [ "WWW-Authenticate" ] = "Bearer" response . status_code = 401 return response slice_start = len ( "Bearer " ) toke...
def create_similar_image ( self , content , width , height ) : """Create a new image surface that is as compatible as possible for uploading to and the use in conjunction with this surface . However , this surface can still be used like any normal image surface . Initially the surface contents are all 0 ( t...
return Surface . _from_pointer ( cairo . cairo_surface_create_similar_image ( self . _pointer , content , width , height ) , incref = False )
def run_process ( self , process ) : """Runs a single action ."""
message = u'#{bright}' message += u'{} ' . format ( str ( process ) [ : 68 ] ) . ljust ( 69 , '.' ) stashed = False if self . unstaged_changes and not self . include_unstaged_changes : out , err , code = self . git . stash ( keep_index = True , quiet = True ) stashed = code == 0 try : result = process ( fil...
def rescorer ( self , rescorer ) : """Returns a new QuerySet with a set rescorer ."""
clone = self . _clone ( ) clone . _rescorer = rescorer return clone
def execute_state_machine_from_path ( self , state_machine = None , path = None , start_state_path = None , wait_for_execution_finished = True ) : """A helper function to start an arbitrary state machine at a given path . : param path : The path where the state machine resides : param start _ state _ path : The...
import rafcon . core . singleton from rafcon . core . storage import storage rafcon . core . singleton . library_manager . initialize ( ) if not state_machine : state_machine = storage . load_state_machine_from_path ( path ) rafcon . core . singleton . state_machine_manager . add_state_machine ( state_machine )...
def cond_int ( self , conkey ) : """Return the trailing number from cond if any , as an int . If no trailing number , return the string conkey as is . This is used for sorting the conditions properly even when passing the number 10 . The name of this function could be improved since it might return a string...
m = re . match ( self . numrx , conkey ) if not m : return conkey return int ( m . group ( 1 ) )
def matrixplot ( adata , var_names , groupby = None , use_raw = None , log = False , num_categories = 7 , figsize = None , dendrogram = False , gene_symbols = None , var_group_positions = None , var_group_labels = None , var_group_rotation = None , layer = None , standard_scale = None , swap_axes = False , show = None ...
if use_raw is None and adata . raw is not None : use_raw = True if isinstance ( var_names , str ) : var_names = [ var_names ] categories , obs_tidy = _prepare_dataframe ( adata , var_names , groupby , use_raw , log , num_categories , gene_symbols = gene_symbols , layer = layer ) if groupby is None or len ( cate...
def _flush ( self ) : """Purges the buffer and commits all pending values into the estimator ."""
self . _buffer . sort ( ) self . _replace_batch ( ) self . _buffer = [ ] self . _compress ( )
def parse_filters ( self , vt_filter ) : """Parse a string containing one or more filters and return a list of filters Arguments : vt _ filter ( string ) : String containing filters separated with semicolon . Return : List with filters . Each filters is a list with 3 elements e . g . [ arg , operator ...
filter_list = vt_filter . split ( ';' ) filters = list ( ) for single_filter in filter_list : filter_aux = re . split ( '(\W)' , single_filter , 1 ) if len ( filter_aux ) < 3 : raise OSPDError ( "Invalid number of argument in the filter" , "get_vts" ) _element , _oper , _val = filter_aux if _ele...
def render_compressed_output ( self , package , package_name , package_type ) : """Render HTML for using the package ' s output file . Subclasses can override this method to provide custom behavior for rendering the output file ."""
method = getattr ( self , 'render_{0}' . format ( package_type ) ) return method ( package , package . output_filename )
def DataCopyWithOverlay ( self , dcmfilelist , out_dir , overlays ) : """Function make 3D data from dicom file slices : dcmfilelist list of sorted . dcm files : overlays dictionary of binary overlays . { 1 : np . array ( [ . . . ] ) , 3 : . . . } : out _ dir output directory"""
dcmlist = dcmfilelist # data3d = [ ] for i in range ( len ( dcmlist ) ) : onefile = dcmlist [ i ] logger . info ( onefile ) data = dicom . read_file ( onefile ) for i_overlay in overlays . keys ( ) : overlay3d = overlays [ i_overlay ] data = self . encode_overlay_slice ( data , overlay3d...
def execute ( self , input_data ) : '''yara worker execute method'''
raw_bytes = input_data [ 'sample' ] [ 'raw_bytes' ] matches = self . rules . match_data ( raw_bytes ) # The matches data is organized in the following way # { ' filename1 ' : [ match _ list ] , ' filename2 ' : [ match _ list ] } # match _ list = list of match # match = { ' meta ' : { ' description ' : ' blah } , tags =...
def put ( self , id , name , description , command_to_run , environment_variables , required_arguments , required_arguments_default_values , logs_path , results_path , container_image , container_type , extra_data_to_put = None , ) : """Updates a task type on the saltant server . Args : id ( int ) : The ID of t...
# Add in extra data specific to container task types if extra_data_to_put is None : extra_data_to_put = { } extra_data_to_put . update ( { "logs_path" : logs_path , "results_path" : results_path , "container_image" : container_image , "container_type" : container_type , } ) # Call the parent create function return ...
def setup ( self , level = None , log_file = None , json = None ) : '''Load everything up . Note that any arg here will override both default and custom settings @ param level : the log level @ param log _ file : boolean t / f whether to log to a file , else stdout @ param json : boolean t / f whether to wr...
self . settings = self . wrapper . load ( self . settings_name ) my_level = level if level else self . settings [ 'LOG_LEVEL' ] # negate because logger wants True for std out my_output = not log_file if log_file else self . settings [ 'LOG_STDOUT' ] my_json = json if json else self . settings [ 'LOG_JSON' ] self . logg...
def list_zones ( self , max_results = None , page_token = None ) : """List zones for the project associated with this client . See https : / / cloud . google . com / dns / api / v1 / managedZones / list : type max _ results : int : param max _ results : maximum number of zones to return , If not passed , ...
path = "/projects/%s/managedZones" % ( self . project , ) return page_iterator . HTTPIterator ( client = self , api_request = self . _connection . api_request , path = path , item_to_value = _item_to_zone , items_key = "managedZones" , page_token = page_token , max_results = max_results , )
def convert_time ( time ) : """Convert a time string into 24 - hour time ."""
split_time = time . split ( ) try : # Get rid of period in a . m . / p . m . am_pm = split_time [ 1 ] . replace ( '.' , '' ) time_str = '{0} {1}' . format ( split_time [ 0 ] , am_pm ) except IndexError : return time try : time_obj = datetime . strptime ( time_str , '%I:%M %p' ) except ValueError : t...
def url_unquote_plus ( s , charset = 'utf-8' , errors = 'replace' ) : """URL decode a single string with the given decoding and decode a " + " to whitespace . Per default encoding errors are ignored . If you want a different behavior you can set ` errors ` to ` ` ' replace ' ` ` or ` ` ' strict ' ` ` . In str...
if isinstance ( s , unicode ) : s = s . encode ( charset ) return _decode_unicode ( _unquote_plus ( s ) , charset , errors )
def _parse_attributes ( self , attributes ) : """Ensure compliance with the spec ' s attributes section Specifically , the attributes object of the single resource object . This contains the key / values to be mapped to the model . : param attributes : dict JSON API attributes object"""
link = 'jsonapi.org/format/#document-resource-object-attributes' if not isinstance ( attributes , dict ) : self . fail ( 'The JSON API resource object attributes key MUST ' 'be a hash.' , link ) elif 'id' in attributes or 'type' in attributes : self . fail ( 'A field name of `id` or `type` is not allowed in ' '...
def declare_backward_dependency ( self , out_grad , in_data , out_data ) : """Declare dependencies of this operator for backward pass . Parameters out _ grad : list of int ids of out _ grad blobs . in _ data : list of int ids of in _ data blobs . out _ data : list of int ids of out _ data blobs . Re...
deps = [ ] if self . need_top_grad ( ) : deps . extend ( out_grad ) deps . extend ( in_data ) deps . extend ( out_data ) return deps
def _set_gradebook_view ( self , session ) : """Sets the underlying gradebook view to match current view"""
if self . _gradebook_view == COMPARATIVE : try : session . use_comparative_gradebook_view ( ) except AttributeError : pass else : try : session . use_plenary_gradebook_view ( ) except AttributeError : pass