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def create_folder_if_not_exists ( folder_path ) : """Creates a folder if it does not exists ."""
folder_path = tilde_expansion ( folder_path ) folder_path = "" . join ( [ folder_path , '/' ] ) if not folder_path [ - 1 ] == '/' else folder_path direc = os . path . dirname ( folder_path ) if not folder_exists ( direc ) : os . makedirs ( direc )
def on_helpButton ( self , event , page = None ) : """shows html help page"""
# for use on the command line : path = find_pmag_dir . get_pmag_dir ( ) # for use with pyinstaller # path = self . main _ frame . resource _ dir help_page = os . path . join ( path , 'dialogs' , 'help_files' , page ) # if using with py2app , the directory structure is flat , # so check to see where the resource actuall...
def start_tcp_server ( self , ip , port , name = None , timeout = None , protocol = None , family = 'ipv4' ) : """Starts a new TCP server to given ` ip ` and ` port ` . Server can be given a ` name ` , default ` timeout ` and a ` protocol ` . ` family ` can be either ipv4 ( default ) or ipv6 . Notice that you h...
self . _start_server ( TCPServer , ip , port , name , timeout , protocol , family )
def write ( self , filename , compress = True , catalog_format = "QUAKEML" ) : """Write the tribe to a file using tar archive formatting . : type filename : str : param filename : Filename to write to , if it exists it will be appended to . : type compress : bool : param compress : Whether to compress t...
if catalog_format not in CAT_EXT_MAP . keys ( ) : raise TypeError ( "{0} is not supported" . format ( catalog_format ) ) if not os . path . isdir ( filename ) : os . makedirs ( filename ) self . _par_write ( filename ) tribe_cat = Catalog ( ) for t in self . templates : if t . event is not None : tr...
def _create_route ( self , env , item ) : """Constructs a route and adds it to the environment . Args : env ( dict ) : The environment of defined symbols . A new key is added corresponding to the name of this new route . item ( AstRouteDef ) : Raw route definition from the parser . Returns : stone . api...
if item . name in env : if isinstance ( env [ item . name ] , ApiRoutesByVersion ) : if item . version in env [ item . name ] . at_version : existing_dt = env [ item . name ] . at_version [ item . version ] raise InvalidSpec ( 'Route %s at version %d already defined (%s:%d).' % ( quo...
def run_suite ( case , config , summary ) : """Run the full suite of validation tests"""
m = _load_case_module ( case , config ) result = m . run ( case , config ) summary [ case ] = _summarize_result ( m , result ) _print_summary ( m , case , summary ) if result [ 'Type' ] == 'Book' : for name , page in six . iteritems ( result [ 'Data' ] ) : functions . create_page_from_template ( "validation...
def dereference ( self ) : """Instruct all children to perform dereferencing ."""
all = [ ] indexes = { } for child in self . children : child . content ( all ) deplist = DepList ( ) for x in all : x . qualify ( ) midx , deps = x . dependencies ( ) item = ( x , tuple ( deps ) ) deplist . add ( item ) indexes [ x ] = midx for x , deps in deplist . sort ( ) : midx = indexes...
def main ( ) : """Cli entrypoint ."""
if len ( sys . argv ) == 2 : fname = sys . argv [ 1 ] data = json . load ( open ( fname , 'rb' ) ) else : data = json . loads ( sys . stdin . read ( ) ) print ( pydeps2reqs ( data ) )
def handle_error ( self , request : BaseRequest , status : int = 500 , exc : Optional [ BaseException ] = None , message : Optional [ str ] = None ) -> StreamResponse : """Handle errors . Returns HTTP response with specific status code . Logs additional information . It always closes current connection ."""
self . log_exception ( "Error handling request" , exc_info = exc ) ct = 'text/plain' if status == HTTPStatus . INTERNAL_SERVER_ERROR : title = '{0.value} {0.phrase}' . format ( HTTPStatus . INTERNAL_SERVER_ERROR ) msg = HTTPStatus . INTERNAL_SERVER_ERROR . description tb = None if self . debug : ...
def proc_decorator ( req_set ) : """Decorator that provides the wrapped function with an attribute ' actual _ kwargs ' containing just those keyword arguments actually passed in to the function ."""
def decorator ( func ) : @ wraps ( func ) def inner ( self , * args , ** kwargs ) : proc = func . __name__ . lower ( ) inner . proc_decorator = kwargs self . logger . debug ( "processing proc:{}" . format ( func . __name__ ) ) self . logger . debug ( req_set ) self . logg...
def message ( self , message , source , point , ln ) : """Creates the - - strict Coconut error message ."""
message += " (disable --strict to dismiss)" return super ( CoconutStyleError , self ) . message ( message , source , point , ln )
def list_management_certificates ( kwargs = None , conn = None , call = None ) : '''. . versionadded : : 2015.8.0 List management certificates associated with the subscription CLI Example : . . code - block : : bash salt - cloud - f list _ management _ certificates my - azure name = my _ management'''
if call != 'function' : raise SaltCloudSystemExit ( 'The list_management_certificates function must be called with -f or --function.' ) if not conn : conn = get_conn ( ) data = conn . list_management_certificates ( ) ret = { } for item in data . subscription_certificates : ret [ item . subscription_certific...
def __update_siblings_active_labels_states ( self , active_label ) : """Updates given * * Active _ QLabel * * Widget siblings states . : param active _ label : Active label . : type active _ label : Active _ QLabel"""
LOGGER . debug ( "> Clicked 'Active_QLabel': '{0}'." . format ( active_label ) ) for item in self . __active_labels : if item is active_label : continue umbra . ui . common . signals_blocker ( item , item . set_checked , False )
def point_is_valid ( generator , x , y ) : """Is ( x , y ) a valid public key based on the specified generator ?"""
# These are the tests specified in X9.62. n = generator . order ( ) curve = generator . curve ( ) if x < 0 or n <= x or y < 0 or n <= y : return False if not curve . contains_point ( x , y ) : return False if not n * ellipticcurve . Point ( curve , x , y ) == ellipticcurve . INFINITY : return False return T...
def on_change ( self , * callbacks ) : '''Provide callbacks to invoke if the document or any Model reachable from its roots changes .'''
for callback in callbacks : if callback in self . _callbacks : continue _check_callback ( callback , ( 'event' , ) ) self . _callbacks [ callback ] = callback
async def sonar_config ( self , command ) : """This method configures 2 pins to support HC - SR04 Ping devices . This is a FirmataPlus feature . : param command : { " method " : " sonar _ config " , " params " : [ TRIGGER _ PIN , ECHO _ PIN , PING _ INTERVAL ( default = 50 ) , MAX _ DISTANCE ( default = 200 c...
trigger = int ( command [ 0 ] ) echo = int ( command [ 1 ] ) interval = int ( command [ 2 ] ) max_dist = int ( command [ 3 ] ) await self . core . sonar_config ( trigger , echo , self . sonar_callback , interval , max_dist )
def get_import_stacklevel ( import_hook ) : """Returns the stacklevel value for warnings . warn ( ) for when the warning gets emitted by an imported module , but the warning should point at the code doing the import . Pass import _ hook = True if the warning gets generated by an import hook ( warn ( ) gets ...
py_version = sys . version_info [ : 2 ] if py_version <= ( 3 , 2 ) : # 2.7 included return 4 if import_hook else 2 elif py_version == ( 3 , 3 ) : return 8 if import_hook else 10 elif py_version == ( 3 , 4 ) : return 10 if import_hook else 8 else : # fixed again in 3.5 + , see https : / / bugs . python . org...
def _internal_kv_put ( key , value , overwrite = False ) : """Globally associates a value with a given binary key . This only has an effect if the key does not already have a value . Returns : already _ exists ( bool ) : whether the value already exists ."""
worker = ray . worker . get_global_worker ( ) if worker . mode == ray . worker . LOCAL_MODE : exists = key in _local if not exists or overwrite : _local [ key ] = value return exists if overwrite : updated = worker . redis_client . hset ( key , "value" , value ) else : updated = worker . red...
def run ( ) : """Run the script in sys . argv [ 1 ] as if it had been invoked naturally ."""
__builtins__ script_name = sys . argv [ 1 ] namespace = dict ( __file__ = script_name , __name__ = '__main__' , __doc__ = None , ) sys . argv [ : ] = sys . argv [ 1 : ] open_ = getattr ( tokenize , 'open' , open ) script = open_ ( script_name ) . read ( ) norm_script = script . replace ( '\\r\\n' , '\\n' ) code = compi...
def ApprovalFind ( object_id , token = None ) : """Find approvals issued for a specific client ."""
user = getpass . getuser ( ) object_id = rdfvalue . RDFURN ( object_id ) try : approved_token = security . Approval . GetApprovalForObject ( object_id , token = token , username = user ) print ( "Found token %s" % str ( approved_token ) ) return approved_token except access_control . UnauthorizedAccess : ...
def on_stop ( self ) : """stop the service"""
LOGGER . debug ( "rabbitmq.Service.on_stop" ) self . is_started = False try : self . channel . stop_consuming ( ) except Exception as e : LOGGER . warn ( "rabbitmq.Service.on_stop - Exception raised while stoping consuming" ) try : self . channel . close ( ) except Exception as e : LOGGER . warn ( "rabb...
def save_to_file ( self , out_file ) : """Saves correlation matrix of selected headers : param out _ file : Output file"""
correlation_matrix = self . get_correlation_matrix_from_columns ( ) cr_plot . create_correlation_matrix_plot ( correlation_matrix , self . title , self . headers_to_test ) fig = pyplot . gcf ( ) # get reference to figure fig . set_size_inches ( 23.4 , 23.4 ) pyplot . savefig ( out_file , dpi = 120 )
def duration ( self ) : """If the start and end times of the job are defined , return a timedelta , else return None"""
try : start , end = self . hmget ( 'start' , 'end' ) return parse ( end ) - parse ( start ) except : return None
def cov ( args ) : """% prog cov chrA01 chrC01 chr . sizes data AN . CN . 1x1 . lifted . anchors . simple Plot coverage graphs between homeologs , the middle panel show the homeologous gene pairs . Allow multiple chromosomes to multiple chromosomes ."""
p = OptionParser ( cov . __doc__ ) p . add_option ( "--order" , default = "swede,kale,h165,yudal,aviso,abu,bristol,bzh" , help = "The order to plot the tracks, comma-separated" ) p . add_option ( "--reverse" , default = False , action = "store_true" , help = "Plot the order in reverse" ) p . add_option ( "--gauge_step"...
def _get_dispatches_for_update ( filter_kwargs ) : """Distributed friendly version using ` ` select for update ` ` ."""
dispatches = Dispatch . objects . prefetch_related ( 'message' ) . filter ( ** filter_kwargs ) . select_for_update ( ** GET_DISPATCHES_ARGS [ 1 ] ) . order_by ( '-message__time_created' ) try : dispatches = list ( dispatches ) except NotSupportedError : return None except DatabaseError : # Probably locked . Tha...
def _do_for ( self , rule , p_selectors , p_parents , p_children , scope , media , c_lineno , c_property , c_codestr , code , name ) : """Implements @ for"""
var , _ , name = name . partition ( 'from' ) frm , _ , through = name . partition ( 'through' ) if not through : frm , _ , through = frm . partition ( 'to' ) frm = self . calculate ( frm , rule [ CONTEXT ] , rule [ OPTIONS ] , rule ) through = self . calculate ( through , rule [ CONTEXT ] , rule [ OPTIONS ] , rule ...
def isns_isns_vrf_isns_discovery_domain_isns_discovery_domain_name ( self , ** kwargs ) : """Auto Generated Code"""
config = ET . Element ( "config" ) isns = ET . SubElement ( config , "isns" , xmlns = "urn:brocade.com:mgmt:brocade-isns" ) isns_vrf = ET . SubElement ( isns , "isns-vrf" ) isns_vrf_instance_key = ET . SubElement ( isns_vrf , "isns-vrf-instance" ) isns_vrf_instance_key . text = kwargs . pop ( 'isns_vrf_instance' ) isns...
def pre_handler ( self , cmd ) : """Hook for logic before each handler starts ."""
if self . _finished : return if self . interesting_commit and cmd . name == 'commit' : if cmd . mark == self . interesting_commit : print ( cmd . to_string ( ) ) self . _finished = True return if cmd . name in self . parsed_params : fields = self . parsed_params [ cmd . name ] str = ...
def get_completion_args ( self , is_completion = False , comp_line = None ) : # pylint : disable = no - self - use """Get the args that will be used to tab completion if completion is active ."""
is_completion = is_completion or os . environ . get ( ARGCOMPLETE_ENV_NAME ) comp_line = comp_line or os . environ . get ( 'COMP_LINE' ) # The first item is the exe name so ignore that . return comp_line . split ( ) [ 1 : ] if is_completion and comp_line else None
def getCancelURL ( self ) : """Get the URL to cancel this request . Useful for creating a " Cancel " button on a web form so that operation can be carried out directly without another trip through the server . ( Except you probably want to make another trip through the server so that it knows that the user ...
if not self . return_to : raise NoReturnToError if self . immediate : raise ValueError ( "Cancel is not an appropriate response to " "immediate mode requests." ) response = Message ( self . message . getOpenIDNamespace ( ) ) response . setArg ( OPENID_NS , 'mode' , 'cancel' ) return response . toURL ( self . re...
def doit ( self , classes = None , recursive = True , indices = None , max_terms = None , ** kwargs ) : """Write out the indexed sum explicitly If ` classes ` is None or : class : ` IndexedSum ` is in ` classes ` , ( partially ) write out the indexed sum in to an explicit sum of terms . If ` recursive ` is Tr...
return super ( ) . doit ( classes , recursive , indices = indices , max_terms = max_terms , ** kwargs )
def _find_git_info ( self , gitdir ) : """Find information about the git repository , if this file is in a clone . : param gitdir : path to the git repo ' s . git directory : type gitdir : str : returns : information about the git clone : rtype : dict"""
res = { 'remotes' : None , 'tag' : None , 'commit' : None , 'dirty' : None } try : logger . debug ( 'opening %s as git.Repo' , gitdir ) repo = Repo ( path = gitdir , search_parent_directories = False ) res [ 'commit' ] = repo . head . commit . hexsha res [ 'dirty' ] = repo . is_dirty ( untracked_files =...
def birth ( self ) : '''Create the individual ( compute the spline curve )'''
spline = scipy . interpolate . splrep ( self . x , self . y ) self . y_int = scipy . interpolate . splev ( self . x_int , spline )
def preprocess_french ( trans , fr_nlp , remove_brackets_content = True ) : """Takes a list of sentences in french and preprocesses them ."""
if remove_brackets_content : trans = pangloss . remove_content_in_brackets ( trans , "[]" ) # Not sure why I have to split and rejoin , but that fixes a Spacy token # error . trans = fr_nlp ( " " . join ( trans . split ( ) [ : ] ) ) # trans = fr _ nlp ( trans ) trans = " " . join ( [ token . lower_ for token in tra...
def id ( self , id ) : """Sets the id of this ServicePackageQuotaHistoryReservation . Reservation ID . : param id : The id of this ServicePackageQuotaHistoryReservation . : type : str"""
if id is None : raise ValueError ( "Invalid value for `id`, must not be `None`" ) if id is not None and len ( id ) > 250 : raise ValueError ( "Invalid value for `id`, length must be less than or equal to `250`" ) if id is not None and len ( id ) < 1 : raise ValueError ( "Invalid value for `id`, length must ...
def get_all_firmwares ( self , filter = '' , start = 0 , count = - 1 , query = '' , sort = '' ) : """Gets a list of firmware inventory across all servers . To filter the returned data , specify a filter expression to select a particular server model , component name , and / or component firmware version . Note ...
uri = self . URI + "/*/firmware" return self . _helper . get_all ( start , count , filter , query , sort , '' , '' , uri )
def ppc ( self , nsims = 1000 , T = np . mean ) : """Computes posterior predictive p - value Parameters nsims : int ( default : 1000) How many draws for the PPC T : function A discrepancy measure - e . g . np . mean , np . std , np . max Returns - float ( posterior predictive p - value )"""
if self . latent_variables . estimation_method not in [ 'BBVI' , 'M-H' ] : raise Exception ( "No latent variables estimated!" ) else : lv_draws = self . draw_latent_variables ( nsims = nsims ) sigmas = [ self . _model ( lv_draws [ : , i ] ) [ 0 ] for i in range ( nsims ) ] data_draws = np . array ( [ fa...
def ecp_dict_to_objects ( ecp_dict , custom_map = None , verbose = 0 ) : """Given an ecp dictionary , build a dictionary of sfsi objects : param ecp _ dict : dict , engineering consistency project dictionary : param custom : dict , used to load custom objects , { model type : custom object } : param verbose :...
if custom_map is None : custom_map = { } obj_map = { "soil-soil" : soils . Soil , "soil-critical_soil" : soils . CriticalSoil , "soil-soil_critical" : soils . CriticalSoil , # deprecated type "soil-stress_dependent_soil" : soils . StressDependentSoil , "soil-soil_stress_dependent" : soils . StressDependentSoil , "s...
def combine_comments ( comments ) : '''Given a list of comments , or a comment submitted as a string , return a single line of text containing all of the comments .'''
if isinstance ( comments , list ) : for idx in range ( len ( comments ) ) : if not isinstance ( comments [ idx ] , six . string_types ) : comments [ idx ] = six . text_type ( comments [ idx ] ) else : if not isinstance ( comments , six . string_types ) : comments = [ six . text_type ...
def send_last_message ( self , msg , connection_id = None ) : """Should be used instead of send _ message , when you want to close the connection once the message is sent . : param msg : protobuf validator _ pb2 . Message"""
zmq_identity = None if connection_id is not None and self . _connections is not None : if connection_id in self . _connections : connection_info = self . _connections . get ( connection_id ) if connection_info . connection_type == ConnectionType . ZMQ_IDENTITY : zmq_identity = connection...
def wget ( url ) : """Download the page into a string"""
import urllib . parse request = urllib . request . urlopen ( url ) filestring = request . read ( ) return filestring
def print_maps ( map_type = None , number = None ) : """Print maps by type and / or number of defined colors . Parameters map _ type : { ' Sequential ' , ' Diverging ' , ' Qualitative ' } , optional Filter output by map type . By default all maps are printed . number : int , optional Filter output by numb...
if not map_type and not number : print_all_maps ( ) elif map_type : print_maps_by_type ( map_type , number ) else : s = ( 'Invalid parameter combination. ' 'number without map_type is not supported.' ) raise ValueError ( s )
def n4_bias_field_correction ( image , mask = None , shrink_factor = 4 , convergence = { 'iters' : [ 50 , 50 , 50 , 50 ] , 'tol' : 1e-07 } , spline_param = 200 , verbose = False , weight_mask = None ) : """N4 Bias Field Correction ANTsR function : ` n4BiasFieldCorrection ` Arguments image : ANTsImage image ...
if image . pixeltype != 'float' : image = image . clone ( 'float' ) iters = convergence [ 'iters' ] tol = convergence [ 'tol' ] if mask is None : mask = get_mask ( image ) N4_CONVERGENCE_1 = '[%s, %.10f]' % ( 'x' . join ( [ str ( it ) for it in iters ] ) , tol ) N4_SHRINK_FACTOR_1 = str ( shrink_factor ) if ( n...
def _decrypt_ciphertext ( cipher , translate_newlines = False ) : '''Given a blob of ciphertext as a bytestring , try to decrypt the cipher and return the decrypted string . If the cipher cannot be decrypted , log the error , and return the ciphertext back out .'''
if translate_newlines : cipher = cipher . replace ( r'\n' , '\n' ) if hasattr ( cipher , 'encode' ) : cipher = cipher . encode ( __salt_system_encoding__ ) # Decryption data_key = _base64_plaintext_data_key ( ) plain_text = fernet . Fernet ( data_key ) . decrypt ( cipher ) if hasattr ( plain_text , 'decode' ) :...
def MI_parse_args ( self , args , ingore_index2 = False , allow_new = False ) : '''Parse the arguments for indexing in MIDict . Full syntax : ` ` d [ index1 : key , index2 ] ` ` . ` ` index2 ` ` can be flexible indexing ( int , list , slice etc . ) as in ` ` IndexDict ` ` . Short syntax : * d [ key ] < = = ...
empty = len ( self . indices ) == 0 if empty and not allow_new : raise KeyError ( 'Item not found (dictionary is empty): %s' % ( args , ) ) names = force_list ( self . indices . keys ( ) ) Nargs = len ( args ) if isinstance ( args , tuple ) else 1 _default = object ( ) index1 = index2 = _default if isinstance ( arg...
def get ( self , key , default = None ) : """Gets @ key from : prop : key _ prefix , defaulting to @ default"""
try : return self [ key ] except KeyError : return default or self . _default
def frames ( self ) : """Retrieve the next frame from the image directory and convert it to a ColorImage , a DepthImage , and an IrImage . Parameters skip _ registration : bool If True , the registration step is skipped . Returns : obj : ` tuple ` of : obj : ` ColorImage ` , : obj : ` DepthImage ` , : o...
if not self . _running : raise RuntimeError ( 'VirtualKinect2 device pointing to %s not runnning. Cannot read frames' % ( self . _path_to_images ) ) if self . _im_index > self . _num_images : raise RuntimeError ( 'VirtualKinect2 device is out of images' ) # read images color_filename = os . path . join ( self ....
def validatePrivate ( self , field , value ) : """validate a private field value"""
if field not in self . arangoPrivates : raise ValueError ( "%s is not a private field of collection %s" % ( field , self ) ) if field in self . _fields : self . _fields [ field ] . validate ( value ) return True
def clear ( self , exclude = None ) : """Remove all elements in the cache ."""
if exclude is None : self . cache = { } else : self . cache = { k : v for k , v in self . cache . items ( ) if k in exclude }
def xml ( self ) : """Serialise the document to XML . Returns : lxml . etree . Element See also : : meth : ` Document . xmlstring `"""
self . pendingvalidation ( ) E = ElementMaker ( namespace = "http://ilk.uvt.nl/folia" , nsmap = { 'xml' : "http://www.w3.org/XML/1998/namespace" , 'xlink' : "http://www.w3.org/1999/xlink" } ) attribs = { } attribs [ '{http://www.w3.org/XML/1998/namespace}id' ] = self . id # if self . version : # attribs [ ' version ' ]...
def run ( self ) : """Interact with the blockchain peer , until we get a socket error or we exit the loop explicitly . The order of operations is : * send version * receive version * send verack * send getdata * receive blocks * for each block : * for each transaction with nulldata : * for eac...
log . debug ( "Segwit support: {}" . format ( get_features ( 'segwit' ) ) ) self . begin ( ) try : self . loop ( ) except socket . error , se : if not self . finished : # unexpected log . exception ( se ) return False # fetch remaining sender transactions try : self . fetch_sender_txs ( ) ex...
def uncancel_confirmation ( self , confirmation_id ) : """Uncancelles an confirmation : param confirmation _ id : the confirmation id"""
return self . _create_put_request ( resource = CONFIRMATIONS , billomat_id = confirmation_id , command = UNCANCEL , )
def _asynciostacks ( * args , ** kwargs ) : # pragma : no cover '''A signal handler used to print asyncio task stacks and thread stacks .'''
print ( 80 * '*' ) print ( 'Asyncio tasks stacks:' ) tasks = asyncio . all_tasks ( _glob_loop ) for task in tasks : task . print_stack ( ) print ( 80 * '*' ) print ( 'Faulthandler stack frames per thread:' ) faulthandler . dump_traceback ( ) print ( 80 * '*' )
def _left_hand_total_velocity ( self ) : """Returns the total eef velocity ( linear + angular ) in the base frame as a numpy array of shape ( 6 , )"""
# Use jacobian to translate joint velocities to end effector velocities . Jp = self . sim . data . get_body_jacp ( "left_hand" ) . reshape ( ( 3 , - 1 ) ) Jp_joint = Jp [ : , self . _ref_joint_vel_indexes [ 7 : ] ] Jr = self . sim . data . get_body_jacr ( "left_hand" ) . reshape ( ( 3 , - 1 ) ) Jr_joint = Jr [ : , self...
def process_entry ( self , entry ) : """Process a single entry with the chosen Corrections . Args : entry : A ComputedEntry object . Returns : An adjusted entry if entry is compatible , otherwise None is returned ."""
try : corrections = self . get_corrections_dict ( entry ) except CompatibilityError : return None entry . correction = sum ( corrections . values ( ) ) return entry
def getRfree ( self ) : '''Returns an array of size self . AgentCount with self . Rboro or self . Rsave in each entry , based on whether self . aNrmNow > < 0. Parameters None Returns RfreeNow : np . array Array of size self . AgentCount with risk free interest rate for each agent .'''
RfreeNow = self . Rboro * np . ones ( self . AgentCount ) RfreeNow [ self . aNrmNow > 0 ] = self . Rsave return RfreeNow
def laser_detunings ( Lij , Nl , i_d , I_nd , Nnd ) : r"""This function returns the list of transitions i , j that each laser produces as lists of length Ne , whose elements are all zero except for the ith element = 1 and the jth element = - 1. Also , it returns detuningsij , which contains the same informati...
Ne = len ( Lij ) detunings = [ [ ] for i in range ( Nl ) ] detuningsij = [ [ ] for i in range ( Nl ) ] detuning = [ 0 for i in range ( Nnd ) ] for i in range ( 1 , Ne ) : for j in range ( i ) : for l in Lij [ i ] [ j ] : det = detuning [ : ] det [ I_nd ( i + 1 ) - 1 ] += 1 ; ...
def get_assessment_offered_admin_session_for_bank ( self , bank_id , proxy ) : """Gets the ` ` OsidSession ` ` associated with the assessment offered admin service for the given bank . arg : bank _ id ( osid . id . Id ) : the ` ` Id ` ` of the bank arg : proxy ( osid . proxy . Proxy ) : a proxy return : ( osi...
if not self . supports_assessment_offered_admin ( ) : raise errors . Unimplemented ( ) # Also include check to see if the catalog Id is found otherwise raise errors . NotFound # pylint : disable = no - member return sessions . AssessmentOfferedAdminSession ( bank_id , proxy , self . _runtime )
def _get_url ( self , filename ) : """Returns url for cdn . urbanterror . info to pass to _ not _ wget ( ) . http : / / cdn . urbanterror . info / urt / < major _ ver _ without _ . > / < release _ num > - < magic _ number > / q3ut4 / < filename >"""
return self . cdn_url . format ( self . mver , self . relnum , filename )
def to_text ( value , encoding = 'utf-8' ) : """Convert value to unicode , default encoding is utf - 8 : param value : Value to be converted : param encoding : Desired encoding"""
if not value : return '' if isinstance ( value , six . text_type ) : return value if isinstance ( value , six . binary_type ) : return value . decode ( encoding ) return six . text_type ( value )
def uuid5 ( namespace , name ) : """Generate a UUID from the SHA - 1 hash of a namespace UUID and a name ."""
import sha hash = sha . sha ( namespace . bytes + name ) . digest ( ) return UUID ( bytes = hash [ : 16 ] , version = 5 )
def instruction_BGT ( self , opcode , ea ) : """Causes a branch if the N ( negative ) bit and V ( overflow ) bit are either both set or both clear and the Z ( zero ) bit is clear . In other words , branch if the sign of a valid twos complement result is , or would be , positive and not zero . When used after ...
# Note these variantes are the same : # not ( ( self . N ^ self . V ) = = 1 or self . Z = = 1) # not ( ( self . N ^ self . V ) | self . Z ) # self . N = = self . V and self . Z = = 0 if not self . Z and self . N == self . V : # log . info ( " $ % x BGT branch to $ % x , because ( N = = V and Z = = 0 ) \ t | % s " % ( #...
def update_with ( self , update_fn , * maps ) : """Return a new PMap with the items in Mappings maps inserted . If the same key is present in multiple maps the values will be merged using merge _ fn going from left to right . > > > from operator import add > > > m1 = m ( a = 1 , b = 2) > > > m1 . update _ w...
evolver = self . evolver ( ) for map in maps : for key , value in map . items ( ) : evolver . set ( key , update_fn ( evolver [ key ] , value ) if key in evolver else value ) return evolver . persistent ( )
def _z2deriv ( self , R , z , phi = 0. , t = 0. ) : """NAME : _ z2deriv PURPOSE : evaluate the second vertical derivative for this potential INPUT : R - Galactocentric cylindrical radius z - vertical height phi - azimuth t - time OUTPUT : the second vertical derivative HISTORY : 2015-02-13 -...
l , n = bovy_coords . Rz_to_lambdanu ( R , z , ac = self . _ac , Delta = self . _Delta ) jac = bovy_coords . Rz_to_lambdanu_jac ( R , z , Delta = self . _Delta ) hess = bovy_coords . Rz_to_lambdanu_hess ( R , z , Delta = self . _Delta ) dldz = jac [ 0 , 1 ] dndz = jac [ 1 , 1 ] d2ldz2 = hess [ 0 , 1 , 1 ] d2ndz2 = hess...
def encode_record_with_schema_id ( self , schema_id , record , is_key = False ) : """Encode a record with a given schema id . The record must be a python dictionary . : param int schema _ id : integer ID : param dict record : An object to serialize : param bool is _ key : If the record is a key : returns ...
serialize_err = KeySerializerError if is_key else ValueSerializerError # use slow avro if schema_id not in self . id_to_writers : # get the writer + schema try : schema = self . registry_client . get_by_id ( schema_id ) if not schema : raise serialize_err ( "Schema does not exist" ) ...
def _build_package_finder ( self , options , # type : Values session , # type : PipSession platform = None , # type : Optional [ str ] python_versions = None , # type : Optional [ List [ str ] ] abi = None , # type : Optional [ str ] implementation = None # type : Optional [ str ] ) : # type : ( . . . ) - > PackageFind...
index_urls = [ options . index_url ] + options . extra_index_urls if options . no_index : logger . debug ( 'Ignoring indexes: %s' , ',' . join ( redact_password_from_url ( url ) for url in index_urls ) , ) index_urls = [ ] return PackageFinder ( find_links = options . find_links , format_control = options . for...
def _shared_solvers ( self , others ) : """Returns a sequence of the solvers that self and others share ."""
solvers_by_id = { id ( s ) : s for s in self . _solver_list } common_solvers = set ( solvers_by_id . keys ( ) ) other_sets = [ { id ( s ) for s in cs . _solver_list } for cs in others ] for o in other_sets : common_solvers &= o return [ solvers_by_id [ s ] for s in common_solvers ]
def _set_fields ( self , fields ) : """Set or update the fields value ."""
super ( _BaseHNVModel , self ) . _set_fields ( fields ) if not self . resource_ref : endpoint = self . _endpoint . format ( resource_id = self . resource_id , parent_id = self . parent_id , grandparent_id = self . grandparent_id ) self . resource_ref = re . sub ( "(/networking/v[0-9]+)" , "" , endpoint )
def set_var ( self , name , value , user = None ) : """Set a global or user variable : param name : The name of the variable to set : type name : str : param value : The value of the variable to set : type value : str : param user : If defining a user variable , the user identifier : type user : str :...
# Set a user variable if user is not None : if user not in self . _users : raise UserNotDefinedError self . _users [ user ] . set_var ( name , value ) return # Set a global variable self . _global_vars [ name ] = value
def entropy ( string ) : """Calculate the entropy of a string ."""
entropy = 0 for number in range ( 256 ) : result = float ( string . encode ( 'utf-8' ) . count ( chr ( number ) ) ) / len ( string . encode ( 'utf-8' ) ) if result != 0 : entropy = entropy - result * math . log ( result , 2 ) return entropy
def swap_vowels ( text : str ) -> str : """This Python function inverses the vowels within the given string . Examples : swap _ vowels ( ' Python ' ) ' Python ' swap _ vowels ( ' USA ' ) ' ASU ' swap _ vowels ( ' ab ' ) ' ab ' Args : text ( str ) : Input string Returns : str : String with reve...
vowels = '' for character in text : if character in 'aeiouAEIOU' : vowels += character swap_string = '' for character in text : if character in 'aeiouAEIOU' : swap_string += vowels [ - 1 ] vowels = vowels [ : - 1 ] else : swap_string += character return swap_string
def main ( ) -> None : """Command - line handler for the ` ` find _ bad _ openxml ` ` tool . Use the ` ` - - help ` ` option for help ."""
parser = ArgumentParser ( formatter_class = RawDescriptionHelpFormatter , description = """ Tool to scan rescued Microsoft Office OpenXML files (produced by the find_recovered_openxml.py tool in this kit; q.v.) and detect bad (corrupted) ones. """ ) parser . add_argument ( "filename" , nargs = "*" , help = "Fil...
def get_line_bad_footnotes ( line , tag = None , include_tags = None ) : """Return [ original _ line , url _ footnote1 , url _ footnote2 , . . . url _ footnoteN ] for N bad footnotes in the line"""
if tag is None or include_tags is None or tag in include_tags or any ( ( tag . startswith ( t ) for t in include_tags ) ) : found_baddies = re_bad_footnotes . findall ( line ) return [ line ] + [ baddie [ 0 ] for baddie in found_baddies ] return [ line ]
def rangeChange ( self , pw , ranges ) : """Adjusts the stimulus signal to keep it at the top of a plot , after any ajustment to the axes ranges takes place . This is a slot for the undocumented pyqtgraph signal sigRangeChanged . From what I can tell the arguments are : : param pw : reference to the emittin...
if hasattr ( ranges , '__iter__' ) : # adjust the stim signal so that it falls in the correct range yrange_size = ranges [ 1 ] [ 1 ] - ranges [ 1 ] [ 0 ] stim_x , stim_y = self . stimPlot . getData ( ) if stim_y is not None : stim_height = yrange_size * STIM_HEIGHT # take it to 0 sti...
def get_config ( ) : """Create , populate and return the VersioneerConfig ( ) object ."""
# these strings are filled in when ' setup . py versioneer ' creates # _ version . py cfg = VersioneerConfig ( ) cfg . VCS = "git" cfg . style = "pep440-post" cfg . tag_prefix = "" cfg . parentdir_prefix = "None" cfg . versionfile_source = "canmatrix/_version.py" cfg . verbose = False return cfg
def tee ( process , filter ) : """Read lines from process . stdout and echo them to sys . stdout . Returns a list of lines read . Lines are not newline terminated . The ' filter ' is a callable which is invoked for every line , receiving the line as argument . If the filter returns True , the line is echoed...
lines = [ ] while True : line = process . stdout . readline ( ) if line : if sys . version_info [ 0 ] >= 3 : line = decode ( line ) stripped_line = line . rstrip ( ) if filter ( stripped_line ) : sys . stdout . write ( line ) lines . append ( stripped_line...
def any ( self , filetype , ** kwargs ) : '''Checks if the local directory contains any of the type of file Parameters filetype : str File type parameter . Returns any : bool Boolean indicating if the any files exist in the expanded path on disk .'''
expanded_files = self . expand ( filetype , ** kwargs ) return any ( expanded_files )
def get_build_logs ( self , build_id , follow = False , build_json = None , wait_if_missing = False , decode = False ) : """provide logs from build NOTE : Since atomic - reactor 1.6.25 , logs are always in UTF - 8 , so if asked to decode , we assume that is the encoding in use . Otherwise , we return the byte...
logs = self . os . logs ( build_id , follow = follow , build_json = build_json , wait_if_missing = wait_if_missing ) if decode and isinstance ( logs , GeneratorType ) : return self . _decode_build_logs_generator ( logs ) # str or None returned from self . os . logs ( ) if decode and logs is not None : logs = lo...
def addDeviceNames ( self , remote ) : """If XML - API ( http : / / www . homematic - inside . de / software / addons / item / xmlapi ) is installed on CCU this function will add names to CCU devices"""
LOG . debug ( "RPCFunctions.addDeviceNames" ) # First try to get names from metadata when nur credentials are set if self . remotes [ remote ] [ 'resolvenames' ] == 'metadata' : for address in self . devices [ remote ] : try : name = self . devices [ remote ] [ address ] . _proxy . getMetadata (...
def close_driver ( self ) : """Close current running instance of Webdriver . Usage : : driver = WTF _ WEBDRIVER _ MANAGER . new _ driver ( ) driver . get ( " http : / / the - internet . herokuapp . com " ) WTF _ WEBDRIVER _ MANAGER . close _ driver ( )"""
channel = self . __get_channel ( ) driver = self . __get_driver_for_channel ( channel ) if self . __config . get ( self . REUSE_BROWSER , True ) : # If reuse browser is set , we ' ll avoid closing it and just clear out the cookies , # and reset the location . try : driver . delete_all_cookies ( ) # ...
def imp_print ( self , text , end ) : """Catch UnicodeEncodeError"""
try : PRINT ( text , end = end ) except UnicodeEncodeError : for i in text : try : PRINT ( i , end = "" ) except UnicodeEncodeError : PRINT ( "?" , end = "" ) PRINT ( "" , end = end )
def add_to_favorites ( current ) : """Favorite a message . . code - block : : python # request : ' view ' : ' _ zops _ add _ to _ favorites , ' key ' : key , # response : ' status ' : ' Created ' , ' code ' : 201 ' favorite _ key ' : key"""
msg = Message . objects . get ( current . input [ 'key' ] ) current . output = { 'status' : 'Created' , 'code' : 201 } fav , new = Favorite . objects . get_or_create ( user_id = current . user_id , message = msg ) current . output [ 'favorite_key' ] = fav . key
def remove_incompatible_items ( first_dict : MutableMapping [ K , V ] , second_dict : Mapping [ K , V ] , compat : Callable [ [ V , V ] , bool ] = equivalent ) -> None : """Remove incompatible items from the first dictionary in - place . Items are retained if their keys are found in both dictionaries and the va...
for k in list ( first_dict ) : if k not in second_dict or not compat ( first_dict [ k ] , second_dict [ k ] ) : del first_dict [ k ]
def regex_condition ( func ) : """If a condition is given as string instead of a function , it is turned into a regex - matching function ."""
@ wraps ( func ) def regex_condition_wrapper ( condition , * args , ** kwargs ) : if isinstance ( condition , string_types ) : condition = maybe | partial ( re . match , condition ) return func ( condition , * args , ** kwargs ) return regex_condition_wrapper
def phonetic ( s , method , concat = True , encoding = 'utf-8' , decode_error = 'strict' ) : """Convert names or strings into phonetic codes . The implemented algorithms are ` soundex < https : / / en . wikipedia . org / wiki / Soundex > ` _ , ` nysiis < https : / / en . wikipedia . org / wiki / New _ York _ ...
# encoding if sys . version_info [ 0 ] == 2 : s = s . apply ( lambda x : x . decode ( encoding , decode_error ) if type ( x ) == bytes else x ) if concat : s = s . str . replace ( r"[\-\_\s]" , "" ) for alg in _phonetic_algorithms : if method in alg [ 'argument_names' ] : phonetic_callback = alg [ '...
def get_facts ( self , date , end_date = None , search_terms = "" , ongoing_days = 0 ) : """Returns facts for the time span matching the optional filter criteria . In search terms comma ( " , " ) translates to boolean OR and space ( " " ) to boolean AND . Filter is applied to tags , categories , activity name...
facts = [ ] if ongoing_days : # look for still ongoing activities earlier_start = date - dt . timedelta ( days = ongoing_days ) earlier_end = date - dt . timedelta ( days = 1 ) earlier_facts = self . _get_facts ( earlier_start , earlier_end , search_terms = search_terms ) facts . extend ( fact for fact ...
def _is_small_molecule ( pe ) : """Return True if the element is a small molecule"""
val = isinstance ( pe , _bp ( 'SmallMolecule' ) ) or isinstance ( pe , _bpimpl ( 'SmallMolecule' ) ) or isinstance ( pe , _bp ( 'SmallMoleculeReference' ) ) or isinstance ( pe , _bpimpl ( 'SmallMoleculeReference' ) ) return val
def _comports ( ) : '''Returns pandas . DataFrame Table containing descriptor , and hardware ID of each available COM port , indexed by port ( e . g . , " COM4 " ) .'''
return ( pd . DataFrame ( list ( map ( list , serial . tools . list_ports . comports ( ) ) ) , columns = [ 'port' , 'descriptor' , 'hardware_id' ] ) . set_index ( 'port' ) )
def score_url ( self , url ) : """Give an url a score which can be used to choose preferred URLs for a given project release ."""
t = urlparse ( url ) return ( t . scheme != 'https' , 'pypi.python.org' in t . netloc , posixpath . basename ( t . path ) )
def get_parent_bin_ids ( self , bin_id ) : """Gets the parent ` ` Ids ` ` of the given bin . arg : bin _ id ( osid . id . Id ) : the ` ` Id ` ` of a bin return : ( osid . id . IdList ) - the parent ` ` Ids ` ` of the bin raise : NotFound - ` ` bin _ id ` ` is not found raise : NullArgument - ` ` bin _ id ` ...
# Implemented from template for # osid . resource . BinHierarchySession . get _ parent _ bin _ ids if self . _catalog_session is not None : return self . _catalog_session . get_parent_catalog_ids ( catalog_id = bin_id ) return self . _hierarchy_session . get_parents ( id_ = bin_id )
def register_observer ( self , observer , events = None ) : """Register a listener function . : param observer : external listener function : param events : tuple or list of relevant events ( default = None )"""
if events is not None and not isinstance ( events , ( tuple , list ) ) : events = ( events , ) if observer in self . _observers : LOG . warning ( "Observer '%r' already registered, overwriting for events" " %r" , observer , events ) self . _observers [ observer ] = events
def _set_blob_metadata ( self , sd , metadata ) : # type : ( SyncCopy , blobxfer . models . synccopy . Descriptor , dict ) - > None """Set blob metadata : param SyncCopy self : this : param blobxfer . models . synccopy . Descriptor sd : synccopy descriptor : param dict metadata : metadata dict : param dict ...
blobxfer . operations . azure . blob . set_blob_metadata ( sd . dst_entity , metadata ) if blobxfer . util . is_not_empty ( sd . dst_entity . replica_targets ) : for ase in sd . dst_entity . replica_targets : blobxfer . operations . azure . blob . set_blob_metadata ( ase , metadata )
def send_records ( self , records , attempt = 0 ) : """Send records to the Kinesis stream . Falied records are sent again with an exponential backoff decay . Parameters records : array Array of formated records to send . attempt : int Number of times the records have been sent without success ."""
# If we already tried more times than we wanted , save to a file if attempt > self . max_retries : logger . warning ( 'Writing {} records to file' . format ( len ( records ) ) ) with open ( 'failed_records.dlq' , 'ab' ) as f : for r in records : f . write ( r . get ( 'Data' ) ) return # ...
def to_string ( interval , conv = repr , disj = ' | ' , sep = ',' , left_open = '(' , left_closed = '[' , right_open = ')' , right_closed = ']' , pinf = '+inf' , ninf = '-inf' ) : """Export given interval ( or atomic interval ) to string . : param interval : an Interval or AtomicInterval instance . : param conv...
interval = Interval ( interval ) if isinstance ( interval , AtomicInterval ) else interval if interval . is_empty ( ) : return '{}{}' . format ( left_open , right_open ) def _convert ( bound ) : if bound == inf : return pinf elif bound == - inf : return ninf else : return conv ( ...
def time ( name = None ) : """Creates the grammar for a Time or Duration ( T ) field , accepting only numbers in a certain pattern . : param name : name for the field : return : grammar for the date field"""
if name is None : name = 'Time Field' # Basic field # This regex allows values from 00000 to 235959 field = pp . Regex ( '(0[0-9]|1[0-9]|2[0-3])[0-5][0-9][0-5][0-9]' ) # Parse action field . setParseAction ( lambda t : datetime . datetime . strptime ( t [ 0 ] , '%H%M%S' ) . time ( ) ) # White spaces are not removed...
def code_to_session ( self , js_code ) : """登录凭证校验 。 通过 wx . login ( ) 接口获得临时登录凭证 code 后传到开发者服务器调用此接口完成登录流程 。 更多使用方法详见 小程序登录 详情请参考 https : / / developers . weixin . qq . com / miniprogram / dev / api / code2Session . html : param js _ code : : return :"""
return self . _get ( 'sns/jscode2session' , params = { 'appid' : self . appid , 'secret' : self . secret , 'js_code' : js_code , 'grant_type' : 'authorization_code' } )
def check_serializable ( cls ) : """Throws an exception if Ray cannot serialize this class efficiently . Args : cls ( type ) : The class to be serialized . Raises : Exception : An exception is raised if Ray cannot serialize this class efficiently ."""
if is_named_tuple ( cls ) : # This case works . return if not hasattr ( cls , "__new__" ) : print ( "The class {} does not have a '__new__' attribute and is " "probably an old-stye class. Please make it a new-style class " "by inheriting from 'object'." ) raise RayNotDictionarySerializable ( "The class {} d...
def great_circle_distance ( lon1 , lat1 , lon2 , lat2 ) : """Calculate the great circle distance between one or multiple pairs of points given in spherical coordinates . Spherical coordinates are expected in degrees . Angle definition follows standard longitude / latitude definition . This uses the arctan ver...
# Convert to radians : lat1 = np . array ( lat1 ) * np . pi / 180.0 lat2 = np . array ( lat2 ) * np . pi / 180.0 dlon = ( lon1 - lon2 ) * np . pi / 180.0 # Evaluate trigonometric functions that need to be evaluated more # than once : c1 = np . cos ( lat1 ) s1 = np . sin ( lat1 ) c2 = np . cos ( lat2 ) s2 = np . sin ( l...
def enable_category_lists_editor ( self , request , editor_init_kwargs = None , additional_parents_aliases = None , lists_init_kwargs = None , handler_init_kwargs = None ) : """Enables editor functionality for categories of this object . : param Request request : Django request object : param dict editor _ init...
from . toolbox import CategoryRequestHandler additional_parents_aliases = additional_parents_aliases or [ ] lists_init_kwargs = lists_init_kwargs or { } editor_init_kwargs = editor_init_kwargs or { } handler_init_kwargs = handler_init_kwargs or { } handler = CategoryRequestHandler ( request , self , ** handler_init_kwa...
def import_keys ( self , keyspec ) : """The client needs it ' s own set of keys . It can either dynamically create them or load them from local storage . This method can also fetch other entities keys provided the URL points to a JWKS . : param keyspec :"""
for where , spec in keyspec . items ( ) : if where == 'file' : for typ , files in spec . items ( ) : if typ == 'rsa' : for fil in files : _key = RSAKey ( key = import_private_rsa_key_from_file ( fil ) , use = 'sig' ) _kb = KeyBundle ( ) ...