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def register_peer ( self , connection_id , endpoint ) : """Registers a connected connection _ id . Args : connection _ id ( str ) : A unique identifier which identifies an connection on the network server socket . endpoint ( str ) : The publically reachable endpoint of the new peer"""
with self . _lock : if len ( self . _peers ) < self . _maximum_peer_connectivity : self . _peers [ connection_id ] = endpoint self . _topology . set_connection_status ( connection_id , PeerStatus . PEER ) LOGGER . debug ( "Added connection_id %s with endpoint %s, " "connected identities are ...
def _remove_non_serializable_store_entries ( store : dict ) : """This function is called if there are non - serializable items in the global script storage . This function removes all such items ."""
removed_key_list = [ ] for key , value in store . items ( ) : if not ( _is_serializable ( key ) and _is_serializable ( value ) ) : _logger . info ( "Remove non-serializable item from the global script store. Key: '{}', Value: '{}'. " "This item cannot be saved and therefore will be lost." . format ( key , v...
def read ( self , given_file ) : """Read given _ file to self . contents Will ignoring duplicate lines if self . unique is True Will sort self . contents after reading file if self . sorted is True"""
if self . unique is not False and self . unique is not True : raise AttributeError ( "Attribute 'unique' is not True or False." ) self . filename = str . strip ( given_file ) self . log ( 'Read-only opening {0}' . format ( self . filename ) ) with open ( self . filename , 'r' ) as handle : for line in handle : ...
def remove_root_metadata ( docgraph ) : """removes the ` ` metadata ` ` attribute of the root node of a document graph . this is necessary for some exporters , as the attribute may contain ( nested ) dictionaries ."""
docgraph . node [ docgraph . root ] . pop ( 'metadata' , None ) # delete metadata from the generic root node ( which probably only exists # when we merge graphs on the command line , cf . issue # 89 if 'discoursegraph:root_node' in docgraph . node : docgraph . node [ 'discoursegraph:root_node' ] . pop ( 'metadata' ...
def dot_v3 ( v , w ) : """Return the dotproduct of two vectors ."""
return sum ( [ x * y for x , y in zip ( v , w ) ] )
def _random_helper ( random , sampler , params , shape , dtype , kwargs ) : """Helper function for random generators ."""
if isinstance ( params [ 0 ] , Symbol ) : for i in params [ 1 : ] : assert isinstance ( i , Symbol ) , "Distribution parameters must all have the same type, but got " "both %s and %s." % ( type ( params [ 0 ] ) , type ( i ) ) return sampler ( * params , shape = shape , dtype = dtype , ** kwargs ) elif i...
def wait_for ( predicate , timeout_seconds = 120 , sleep_seconds = 1 , ignore_exceptions = True , inverse_predicate = False , noisy = False , required_consecutive_success_count = 1 ) : """waits or spins for a predicate , returning the result . Predicate is a function that returns a truthy or falsy value . An ex...
count = 0 start_time = time_module . time ( ) timeout = Deadline . create_deadline ( timeout_seconds ) while True : try : result = predicate ( ) except Exception as e : if ignore_exceptions : if noisy : logger . exception ( "Ignoring error during wait." ) else...
def outer_horizontal_border_top ( self ) : """The complete outer top horizontal border section , including left and right margins . Returns : str : The top menu border ."""
return u"{lm}{lv}{hz}{rv}" . format ( lm = ' ' * self . margins . left , lv = self . border_style . top_left_corner , rv = self . border_style . top_right_corner , hz = self . outer_horizontals ( ) )
def static_filename ( self , repo : str , branch : str , relative_path : Union [ str , Path ] , * , depth : DepthDefinitionType = 1 , reference : ReferenceDefinitionType = None ) -> Path : """Returns an absolute path to where a file from the repo was cloned to . : param repo : Repo URL : param branch : Branch n...
self . validate_repo_url ( repo ) depth = self . validate_depth ( depth ) reference = self . validate_reference ( reference ) if not isinstance ( relative_path , Path ) : relative_path = Path ( relative_path ) _ , repo_path = self . get_files ( repo , branch , depth = depth , reference = reference ) result = repo_p...
def clean_exit ( self , dwExitCode = 0 , bWait = False , dwTimeout = None ) : """Injects a new thread to call ExitProcess ( ) . Optionally waits for the injected thread to finish . @ warning : Setting C { bWait } to C { True } when the process is frozen by a debug event will cause a deadlock in your debugger ...
if not dwExitCode : dwExitCode = 0 pExitProcess = self . resolve_label ( 'kernel32!ExitProcess' ) aThread = self . start_thread ( pExitProcess , dwExitCode ) if bWait : aThread . wait ( dwTimeout )
def _root ( name = '' , all_roots = False ) : '''Return the container root directory . Starting with systemd 219 , new images go into / var / lib / machines .'''
if _sd_version ( ) >= 219 : if all_roots : return [ os . path . join ( x , name ) for x in ( '/var/lib/machines' , '/var/lib/container' ) ] else : return os . path . join ( '/var/lib/machines' , name ) else : ret = os . path . join ( '/var/lib/container' , name ) if all_roots : r...
def get_class_alias ( klass_or_alias ) : """Finds the L { ClassAlias } that is registered to C { klass _ or _ alias } . If a string is supplied and no related L { ClassAlias } is found , the alias is loaded via L { load _ class } . @ raise UnknownClassAlias : Unknown alias"""
if isinstance ( klass_or_alias , python . str_types ) : try : return CLASS_CACHE [ klass_or_alias ] except KeyError : return load_class ( klass_or_alias ) try : return CLASS_CACHE [ klass_or_alias ] except KeyError : raise UnknownClassAlias ( 'Unknown alias for %r' % ( klass_or_alias , )...
def delete ( id ) : """Delete a post . Ensures that the post exists and that the logged in user is the author of the post ."""
post = get_post ( id ) db . session . delete ( post ) db . session . commit ( ) return redirect ( url_for ( "blog.index" ) )
async def full_dispatch_request ( self , request_context : Optional [ RequestContext ] = None , ) -> Response : """Adds pre and post processing to the request dispatching . Arguments : request _ context : The request context , optional as Flask omits this argument ."""
await self . try_trigger_before_first_request_functions ( ) await request_started . send ( self ) try : result = await self . preprocess_request ( request_context ) if result is None : result = await self . dispatch_request ( request_context ) except Exception as error : result = await self . handle...
def bugreport ( dest_file = "default.log" ) : """Prints dumpsys , dumpstate , and logcat data to the screen , for the purposes of bug reporting : return : result of _ exec _ command ( ) execution"""
adb_full_cmd = [ v . ADB_COMMAND_PREFIX , v . ADB_COMMAND_BUGREPORT ] try : dest_file_handler = open ( dest_file , "w" ) except IOError : print ( "IOError: Failed to create a log file" ) # We have to check if device is available or not before executing this command # as adb bugreport will wait - for - device in...
def search_tasks ( self , * queries ) : """Return a list of tasks that match some search criteria . . . note : : Example queries can be found ` here < https : / / todoist . com / Help / timeQuery > ` _ . . . note : : A standard set of queries are available in the : class : ` pytodoist . todoist . Query ` cl...
queries = json . dumps ( queries ) response = API . query ( self . api_token , queries ) _fail_if_contains_errors ( response ) query_results = response . json ( ) tasks = [ ] for result in query_results : if 'data' not in result : continue all_tasks = result [ 'data' ] if result [ 'type' ] == Query ...
def get_electrode_node ( self , electrode ) : """For a given electrode ( e . g . from a config . dat file ) , return the true node number as in self . nodes [ ' sorted ' ]"""
elec_node_raw = int ( self . electrodes [ electrode - 1 ] [ 0 ] ) if ( self . header [ 'cutmck' ] ) : elec_node = self . nodes [ 'rev_cutmck_index' ] [ elec_node_raw ] else : elec_node = elec_node_raw - 1 return int ( elec_node )
def _cleanup_temporary_files ( self ) : # type : ( Downloader ) - > None """Cleanup temporary files in case of an exception or interrupt . This function is not thread - safe . : param Downloader self : this"""
# iterate through dd map and cleanup files for key in self . _dd_map : dd = self . _dd_map [ key ] try : dd . cleanup_all_temporary_files ( ) except Exception as e : logger . exception ( e )
def run_later ( self , callable_ , timeout , * args , ** kwargs ) : """Schedules the specified callable for delayed execution . Returns a TimerTask instance that can be used to cancel pending execution ."""
self . lock . acquire ( ) try : if self . die : raise RuntimeError ( 'This timer has been shut down and ' 'does not accept new jobs.' ) job = TimerTask ( callable_ , * args , ** kwargs ) self . _jobs . append ( ( job , time . time ( ) + timeout ) ) self . _jobs . sort ( key = lambda j : j [ 1 ] ...
def _collapse_default ( self , entry ) : """Collapses the list structure in entry to a single string representing the default value assigned to a variable or its dimensions ."""
if isinstance ( entry , tuple ) or isinstance ( entry , list ) : sets = [ ] i = 0 while i < len ( entry ) : if isinstance ( entry [ i ] , str ) and i + 1 < len ( entry ) and isinstance ( entry [ i + 1 ] , list ) : sets . append ( ( entry [ i ] , entry [ i + 1 ] ) ) i += 2 ...
def cmyk ( self ) : """CMYK : all returned in range 0.0 - 1.0"""
c , m , y = self . cmy k = min ( c , m , y ) # Handle division by zero in case of black = 1 if k != 1 : c = ( c - k ) / ( 1 - k ) m = ( m - k ) / ( 1 - k ) y = ( y - k ) / ( 1 - k ) else : c , m , y = 1 , 1 , 1 cmyk = ( c , m , y , k ) # Apply bound and return return tuple ( map ( lambda x : self . _app...
def envGet ( self , name , default = None , conv = None ) : """Return value for environment variable or None . @ param name : Name of environment variable . @ param default : Default value if variable is undefined . @ param conv : Function for converting value to desired type . @ return : Value of environme...
if self . _env . has_key ( name ) : if conv is not None : return conv ( self . _env . get ( name ) ) else : return self . _env . get ( name ) else : return default
def verify_recipient ( self , recipient ) : """Verify that I ' m the recipient of the assertion : param recipient : A URI specifying the entity or location to which an attesting entity can present the assertion . : return : True / False"""
if not self . conv_info : return True _info = self . conv_info try : if recipient == _info [ 'entity_id' ] : return True except KeyError : pass try : if recipient in self . return_addrs : return True except KeyError : pass return False
def control_surface_send ( self , target , idSurface , mControl , bControl , force_mavlink1 = False ) : '''Control for surface ; pending and order to origin . target : The system setting the commands ( uint8 _ t ) idSurface : ID control surface send 0 : throttle 1 : aileron 2 : elevator 3 : rudder ( uint8 _ t )...
return self . send ( self . control_surface_encode ( target , idSurface , mControl , bControl ) , force_mavlink1 = force_mavlink1 )
def link ( obj_files , out_file = None , shared = False , CompilerRunner_ = None , cwd = None , cplus = False , fort = False , ** kwargs ) : """Link object files . Parameters obj _ files : iterable of path strings out _ file : path string ( optional ) path to executable / shared library , if missing it wi...
if out_file is None : out_file , ext = os . path . splitext ( os . path . basename ( obj_files [ - 1 ] ) ) if shared : out_file += sharedext if not CompilerRunner_ : if fort : CompilerRunner_ , extra_kwargs , vendor = get_mixed_fort_c_linker ( vendor = kwargs . get ( 'vendor' , None ) , meta...
def find_nearest ( self , hex_code , system , filter_set = None ) : """Find a color name that ' s most similar to a given sRGB hex code . In normalization terms , this method implements " normalize an arbitrary sRGB value to a well - defined color name " . Args : system ( string ) : The color system . Curre...
if system not in self . _colors_by_system_hex : raise ValueError ( "%r is not a registered color system. Try one of %r" % ( system , self . _colors_by_system_hex . keys ( ) ) ) hex_code = hex_code . lower ( ) . strip ( ) # Try direct hit ( fast path ) if hex_code in self . _colors_by_system_hex [ system ] : col...
def network_from_bbox ( lat_min = None , lng_min = None , lat_max = None , lng_max = None , bbox = None , network_type = 'walk' , two_way = True , timeout = 180 , memory = None , max_query_area_size = 50 * 1000 * 50 * 1000 , custom_osm_filter = None ) : """Make a graph network from a bounding lat / lon box composed...
start_time = time . time ( ) if bbox is not None : assert isinstance ( bbox , tuple ) and len ( bbox ) == 4 , 'bbox must be a 4 element tuple' assert ( lat_min is None ) and ( lng_min is None ) and ( lat_max is None ) and ( lng_max is None ) , 'lat_min, lng_min, lat_max and lng_max must be None ' 'if you are us...
def file_arg ( arg ) : """Parses a file argument , i . e . starts with file : / /"""
prefix = 'file://' if arg . startswith ( prefix ) : return os . path . abspath ( arg [ len ( prefix ) : ] ) else : msg = 'Invalid file argument "{}", does not begin with "file://"' raise argparse . ArgumentTypeError ( msg . format ( arg ) )
def read ( self ) : """Read the project config file"""
# - - If no project finel found , just return if not isfile ( PROJECT_FILENAME ) : print ( 'Info: No {} file' . format ( PROJECT_FILENAME ) ) return # - - Read stored board board = self . _read_board ( ) # - - Update board self . board = board if not board : print ( 'Error: invalid {} project file' . format...
def stash_state ( ) : """Builds a list of all currently pressed scan codes , releases them and returns the list . Pairs well with ` restore _ state ` and ` restore _ modifiers ` ."""
# TODO : stash caps lock / numlock / scrollock state . with _pressed_events_lock : state = sorted ( _pressed_events ) for scan_code in state : _os_keyboard . release ( scan_code ) return state
def p_iteration_statement_6 ( self , p ) : """iteration _ statement : FOR LPAREN VAR identifier initializer _ noin IN expr RPAREN statement"""
vardecl = self . asttypes . VarDeclNoIn ( identifier = p [ 4 ] , initializer = p [ 5 ] ) vardecl . setpos ( p , 3 ) p [ 0 ] = self . asttypes . ForIn ( item = vardecl , iterable = p [ 7 ] , statement = p [ 9 ] ) p [ 0 ] . setpos ( p )
def sg_upconv1d ( tensor , opt ) : r"""Applies 1 - D a up convolution ( or convolution transpose ) . Args : tensor : A 3 - D ` Tensor ` ( automatically passed by decorator ) . opt : size : A positive ` integer ` representing ` [ kernel width ] ` . As a default it is set to 4 stride : A positive ` integer ...
# default options opt += tf . sg_opt ( size = 4 , stride = 2 , pad = 'SAME' ) opt . size = [ opt . size , 1 ] opt . stride = [ 1 , opt . stride , 1 , 1 ] # parameter tf . sg _ initializer w = tf . sg_initializer . he_uniform ( 'W' , ( opt . size [ 0 ] , opt . size [ 1 ] , opt . dim , opt . in_dim ) , regularizer = opt ...
def get_subpackages ( name ) : """Return subpackages of package * name *"""
splist = [ ] for dirpath , _dirnames , _filenames in os . walk ( name ) : if osp . isfile ( osp . join ( dirpath , '__init__.py' ) ) : splist . append ( "." . join ( dirpath . split ( os . sep ) ) ) return splist
def do_sqlite_connect ( dbapi_connection , connection_record ) : """Ensure SQLite checks foreign key constraints . For further details see " Foreign key support " sections on https : / / docs . sqlalchemy . org / en / latest / dialects / sqlite . html # foreign - key - support"""
# Enable foreign key constraint checking cursor = dbapi_connection . cursor ( ) cursor . execute ( 'PRAGMA foreign_keys=ON' ) cursor . close ( )
def src_file ( self ) : """Get the latest src _ uri for a stage 3 tarball . Returns ( str ) : Latest src _ uri from gentoo ' s distfiles mirror ."""
try : src_uri = ( curl [ Gentoo . _LATEST_TXT ] | tail [ "-n" , "+3" ] | cut [ "-f1" , "-d " ] ) ( ) . strip ( ) except ProcessExecutionError as proc_ex : src_uri = "NOT-FOUND" LOG . error ( "Could not determine latest stage3 src uri: %s" , str ( proc_ex ) ) return src_uri
def add_teardown_callback ( self , callback : Callable , pass_exception : bool = False ) -> None : """Add a callback to be called when this context closes . This is intended for cleanup of resources , and the list of callbacks is processed in the reverse order in which they were added , so the last added callba...
assert check_argument_types ( ) self . _check_closed ( ) self . _teardown_callbacks . append ( ( callback , pass_exception ) )
def construct_latent_tower ( self , images , time_axis ) : """Create the latent tower ."""
# No latent in the first phase first_phase = tf . less ( self . get_iteration_num ( ) , self . hparams . num_iterations_1st_stage ) # use all frames by default but this allows more # predicted frames at inference time latent_num_frames = self . hparams . latent_num_frames tf . logging . info ( "Creating latent tower wi...
def json_processor ( entity ) : '''Unserialize raw POST data in JSON format to a Python data structure . : param entity : raw POST data'''
if six . PY2 : body = entity . fp . read ( ) else : # https : / / github . com / cherrypy / cherrypy / pull / 1572 contents = BytesIO ( ) body = entity . fp . read ( fp_out = contents ) contents . seek ( 0 ) body = salt . utils . stringutils . to_unicode ( contents . read ( ) ) del contents try ...
def guess_mime ( filename ) : """Guess the MIME type of given filename using file ( 1 ) and if that fails by looking at the filename extension with the Python mimetypes module . The result of this function is cached ."""
mime , encoding = guess_mime_file ( filename ) if mime is None : mime , encoding = guess_mime_mimedb ( filename ) assert mime is not None or encoding is None return mime , encoding
def download ( self , url , destination_path ) : """Download url to given path . Returns Promise - > sha256 of downloaded file . Args : url : address of resource to download . destination _ path : ` str ` , path to directory where to download the resource . Returns : Promise obj - > ( ` str ` , int ) : ...
self . _pbar_url . update_total ( 1 ) future = self . _executor . submit ( self . _sync_download , url , destination_path ) return promise . Promise . resolve ( future )
def compare ( self , reference_ids : Iterable , query_profiles : Iterable [ Iterable ] , method : Optional ) -> SimResult : """Given two lists of entities ( classes , individuals ) , resolves them to some type ( phenotypes , go terms , etc ) and returns their similarity"""
pass
def set_published_date ( self , date = None ) : """Set the published date of a IOC to the current date . User may specify the date they want to set as well . : param date : Date value to set the published date to . This should be in the xsdDate form . This defaults to the current date if it is not provided . ...
if date : match = re . match ( DATE_REGEX , date ) if not match : raise IOCParseError ( 'Published date is not valid. Must be in the form YYYY-MM-DDTHH:MM:SS' ) ioc_et . set_root_published_date ( self . root , date ) return True
def edit ( self , text ) : """Edit a text using an external editor ."""
if isinstance ( text , unicode ) : text = text . encode ( self . _encoding ) if self . _editor is None : printer . p ( 'Warning: no editor found, skipping edit' ) return text with tempfile . NamedTemporaryFile ( mode = 'w+' , suffix = 'kolekto-edit' ) as ftmp : ftmp . write ( text ) ftmp . flush ( )...
def open ( self , visible = False ) : """Dispatches the matlab COM client . Note : If this method fails , try running matlab with the - regserver flag ."""
if self . client : raise MatlabConnectionError ( 'Matlab(TM) COM client is still active. Use close to ' 'close it' ) self . client = win32com . client . Dispatch ( 'matlab.application' ) self . client . visible = visible
def guess_encoding ( text , default = DEFAULT_ENCODING ) : """Guess string encoding . Given a piece of text , apply character encoding detection to guess the appropriate encoding of the text ."""
result = chardet . detect ( text ) return normalize_result ( result , default = default )
def _set_current_page ( self , current_page ) : """Get the current page for the request . : param current _ page : The current page of results : type current _ page : int : rtype : int"""
if not current_page : self . resolve_current_page ( ) if not self . _is_valid_page_number ( current_page ) : return 1 return current_page
def to_pascal_case ( s ) : """Transform underscore separated string to pascal case"""
return re . sub ( r'(?!^)_([a-zA-Z])' , lambda m : m . group ( 1 ) . upper ( ) , s . capitalize ( ) )
def untokenize_without_newlines ( tokens ) : """Return source code based on tokens ."""
text = '' last_row = 0 last_column = - 1 for t in tokens : token_string = t [ 1 ] ( start_row , start_column ) = t [ 2 ] ( end_row , end_column ) = t [ 3 ] if start_row > last_row : last_column = 0 if ( ( start_column > last_column or token_string == '\n' ) and not text . endswith ( ' ' ) ) ...
def _assemble_headers ( self , method , user_headers = None ) : """Takes the supplied headers and adds in any which are defined at a client level and then returns the result . : param user _ headers : a ` dict ` containing headers defined at the request level , optional . : return : a ` dict ` instance"""
headers = copy . deepcopy ( user_headers or { } ) if method not in ( 'GET' , 'HEAD' ) : headers . setdefault ( 'Content-Type' , 'application/json' ) return headers
def merged ( ) : # type : ( ) - > None """Cleanup a remotely merged branch ."""
develop = conf . get ( 'git.devel_branch' , 'develop' ) master = conf . get ( 'git.master_branch' , 'master' ) branch = git . current_branch ( refresh = True ) common . assert_branch_type ( 'hotfix' ) # Pull master with the merged hotfix common . git_checkout ( master ) common . git_pull ( master ) # Merge to develop c...
def notify ( self , data ) : """Notify this channel of inbound data"""
string_channels = { ChannelIdentifiers . de_registrations , ChannelIdentifiers . registrations_expired } if data [ 'channel' ] in string_channels : message = { 'device_id' : data [ "value" ] , 'channel' : data [ "channel" ] } else : message = DeviceStateChanges . _map_endpoint_data ( data ) return super ( Devic...
def setup_path ( invoke_minversion = None ) : """Setup python search and add ` ` TASKS _ VENDOR _ DIR ` ` ( if available ) ."""
# print ( " INVOKE . tasks : setup _ path " ) if not os . path . isdir ( TASKS_VENDOR_DIR ) : print ( "SKIP: TASKS_VENDOR_DIR=%s is missing" % TASKS_VENDOR_DIR ) return elif os . path . abspath ( TASKS_VENDOR_DIR ) in sys . path : # - - SETUP ALREADY DONE : # return pass use_vendor_bundles = os . environ . ...
def wait_condition_spec ( self ) : """Spec for a wait _ condition block"""
from harpoon . option_spec import image_objs formatted_string = formatted ( string_spec ( ) , formatter = MergedOptionStringFormatter ) return create_spec ( image_objs . WaitCondition , harpoon = formatted ( overridden ( "{harpoon}" ) , formatter = MergedOptionStringFormatter ) , timeout = defaulted ( integer_spec ( ) ...
def NewRow ( self , value = "" ) : """Fetches a new , empty row , with headers populated . Args : value : Initial value to set each row entry to . Returns : A Row ( ) object ."""
newrow = self . row_class ( ) newrow . row = self . size + 1 newrow . table = self headers = self . _Header ( ) for header in headers : newrow [ header ] = value return newrow
def base ( number , input_base = 10 , output_base = 10 , max_depth = 10 , string = False , recurring = True ) : """Converts a number from any base to any another . Args : number ( tuple | str | int ) : The number to convert . input _ base ( int ) : The base to convert from ( defualt 10 ) . output _ base ( i...
# Convert number to tuple representation . if type ( number ) == int or type ( number ) == float : number = str ( number ) if type ( number ) == str : number = represent_as_tuple ( number ) # Check that the number is valid for the input base . if not check_valid ( number , input_base ) : raise ValueError # ...
def invite_user ( self , user_id ) : """Invite a user to this room . Returns : boolean : Whether invitation was sent ."""
try : self . client . api . invite_user ( self . room_id , user_id ) return True except MatrixRequestError : return False
def _send_head ( self ) : self . _transport . write ( "{} {} HTTP/1.1\r\n" . format ( self . _method , self . _url ) . encode ( ) ) for header in self . _headers : self . _transport . write ( "{}:{}\r\n" . format ( header , self . _headers [ header ] ) . encode ( ) ) self . _transport . write ( b"\r...
def sync ( self , rules : list ) : """Synchronizes the given ruleset with the one on the server and adds the not yet existing rules to the server . : type rules : collections . Iterable [ Rule ]"""
self . client = self . connect ( ) try : server_rules = set ( self . server_rules ) rules = set ( rules ) to_remove_rules = server_rules . difference ( rules ) to_add_rules = rules . difference ( server_rules ) for to_remove_rule in to_remove_rules : stdin , stdout , stderr = self . client ....
def get_rdataset ( self , rdclass , rdtype , covers = dns . rdatatype . NONE , create = False ) : """Get an rdataset matching the specified properties in the current node . None is returned if an rdataset of the specified type and class does not exist and I { create } is not True . @ param rdclass : The cla...
try : rds = self . find_rdataset ( rdclass , rdtype , covers , create ) except KeyError : rds = None return rds
def execute ( self , ** kwargs ) : """Execute the API request and return data Parameters kwargs : passed to requests . post ( ) Returns response : list , str data object from JSON decoding process if format = = ' json ' , else return raw string ( ie format = = ' csv ' | ' xml ' )"""
r = post ( self . url , data = self . payload , ** kwargs ) # Raise if we need to self . raise_for_status ( r ) content = self . get_content ( r ) return content , r . headers
def _parse_udevadm_info ( udev_info ) : '''Parse the info returned by udevadm command .'''
devices = [ ] dev = { } for line in ( line . strip ( ) for line in udev_info . splitlines ( ) ) : if line : line = line . split ( ':' , 1 ) if len ( line ) != 2 : continue query , data = line if query == 'E' : if query not in dev : dev [ query ...
def calculate_shannon_entropy ( self , data ) : """Returns the entropy of a given string . Borrowed from : http : / / blog . dkbza . org / 2007/05 / scanning - data - for - entropy - anomalies . html . : param data : string . The word to analyze . : returns : float , between 0.0 and 8.0"""
if not data : # pragma : no cover return 0 entropy = 0 for x in self . charset : p_x = float ( data . count ( x ) ) / len ( data ) if p_x > 0 : entropy += - p_x * math . log ( p_x , 2 ) return entropy
def check ( self ) : """Basic checks that don ' t depend on any context . Adapted from Bicoin Code : main . cpp"""
self . _check_tx_inout_count ( ) self . _check_txs_out ( ) self . _check_txs_in ( ) # Size limits self . _check_size_limit ( )
def get_form_label ( self , request = None , obj = None , model = None , form = None ) : """Returns a customized form label , if condition is met , otherwise returns the default form label . * condition is an instance of CustomLabelCondition ."""
label = form . base_fields [ self . field ] . label condition = self . condition_cls ( request = request , obj = obj , model = model ) if condition . check ( ) : additional_opts = condition . get_additional_options ( request = request , obj = obj , model = model ) visit_datetime = "" if obj : visit_...
def create_diagnostic_request ( self , message_id , mode , bus = None , pid = None , frequency = None , payload = None , wait_for_ack = True , wait_for_first_response = False , decoded_type = None ) : """Send a new diagnostic message request to the VI Required : message _ id - The message ID ( arbitration ID ) ...
request = self . _build_diagnostic_request ( message_id , mode , bus , pid , frequency , payload , decoded_type ) diag_response_receiver = None if wait_for_first_response : diag_response_receiver = self . _prepare_response_receiver ( request , DiagnosticResponseReceiver ) request [ 'action' ] = 'add' ack_responses ...
def attribute_circle ( self , EdgeAttribute = None , network = None , NodeAttribute = None , nodeList = None , singlePartition = None , spacing = None , verbose = False ) : """Execute the Attribute Circle Layout on a network . : param EdgeAttribute ( string , optional ) : The name of the edge column containing ...
network = check_network ( self , network , verbose = verbose ) PARAMS = set_param ( [ "EdgeAttribute" , "network" , "NodeAttribute" , "nodeList" , "singlePartition" , "spacing" ] , [ EdgeAttribute , network , NodeAttribute , nodeList , singlePartition , spacing ] ) response = api ( url = self . __url + "/attribute-circ...
def zhang_huang_solar_split ( altitudes , doys , cloud_cover , relative_humidity , dry_bulb_present , dry_bulb_t3_hrs , wind_speed , atm_pressure , use_disc = False ) : """Calculate direct and diffuse solar irradiance using the Zhang - Huang model . By default , this function uses the DIRINT method ( aka . Perez ...
# Calculate global horizontal irradiance using the original zhang - huang model glob_ir = [ ] for i in range ( len ( altitudes ) ) : ghi = zhang_huang_solar ( altitudes [ i ] , cloud_cover [ i ] , relative_humidity [ i ] , dry_bulb_present [ i ] , dry_bulb_t3_hrs [ i ] , wind_speed [ i ] ) glob_ir . append ( gh...
def policy_map_clss_span_session ( self , ** kwargs ) : """Auto Generated Code"""
config = ET . Element ( "config" ) policy_map = ET . SubElement ( config , "policy-map" , xmlns = "urn:brocade.com:mgmt:brocade-policer" ) po_name_key = ET . SubElement ( policy_map , "po-name" ) po_name_key . text = kwargs . pop ( 'po_name' ) clss = ET . SubElement ( policy_map , "class" ) cl_name_key = ET . SubElemen...
def sort ( self , ascending = True ) : """Sort all values in this SArray . Sort only works for sarray of type str , int and float , otherwise TypeError will be raised . Creates a new , sorted SArray . Parameters ascending : boolean , optional If true , the sarray values are sorted in ascending order , oth...
from . sframe import SFrame as _SFrame if self . dtype not in ( int , float , str , datetime . datetime ) : raise TypeError ( "Only sarray with type (int, float, str, datetime.datetime) can be sorted" ) sf = _SFrame ( ) sf [ 'a' ] = self return sf . sort ( 'a' , ascending ) [ 'a' ]
def items ( self ) : """ITERATE THROUGH ALL coord , value PAIRS"""
for c in self . _all_combos ( ) : _ , value = _getitem ( self . cube , c ) yield c , value
def normal_range ( mean , sd , treshold = 1.28 ) : """Returns a bottom and a top limit on a normal distribution portion based on a treshold . Parameters treshold : float maximum deviation ( in terms of standart deviation ) . Rule of thumb of a gaussian distribution : 2.58 = keeping 99 % , 2.33 = keeping 98 % ...
bottom = mean - sd * treshold top = mean + sd * treshold return ( bottom , top )
async def clear ( self , namespace = None , _conn = None ) : """Clears the cache in the cache namespace . If an alternative namespace is given , it will clear those ones instead . : param namespace : str alternative namespace to use : param timeout : int or float in seconds specifying maximum timeout for th...
start = time . monotonic ( ) ret = await self . _clear ( namespace , _conn = _conn ) logger . debug ( "CLEAR %s %d (%.4f)s" , namespace , ret , time . monotonic ( ) - start ) return ret
def layers_path ( self ) : """Directory with all the layers ( docker save ) ."""
if self . _layers_path is None : self . _layers_path = os . path . join ( self . tmpdir , "layers" ) return self . _layers_path
def simplify_multigraph ( multigraph , time = False ) : """Simplifies a graph by condensing multiple edges between the same node pair into a single edge , with a weight attribute equal to the number of edges . Parameters graph : networkx . MultiGraph E . g . a coauthorship graph . time : bool If True , ...
graph = nx . Graph ( ) for node in multigraph . nodes ( data = True ) : u = node [ 0 ] node_attribs = node [ 1 ] graph . add_node ( u , node_attribs ) for v in multigraph [ u ] : edges = multigraph . get_edge_data ( u , v ) # Dict . edge_attribs = { 'weight' : len ( edges ) } ...
def setInstrument ( self , instrument , override_analyses = False ) : """Sets the specified instrument to the Analysis from the Worksheet . Only sets the instrument if the Analysis allows it , according to its Analysis Service and Method . If an analysis has already assigned an instrument , it won ' t be ov...
analyses = [ an for an in self . getAnalyses ( ) if ( not an . getInstrument ( ) or override_analyses ) and an . isInstrumentAllowed ( instrument ) ] total = 0 for an in analyses : # An analysis can be done using differents Methods . # Un method can be supported by more than one Instrument , # but not all instruments s...
def word_for_char ( string_matrix : List [ List [ str ] ] , character : str ) -> List [ str ] : """Diagnostic function , collect the words where a character appears : param string _ matrix : a data matrix : a list wrapping a list of strings , with each sublist being a sentence . : param character : : return :...
return [ word for sentence in string_matrix for word in sentence if character in word ]
def set_xaxis ( self , param , unit = None , label = None ) : """Sets the value of use on the x axis : param param : value to use on the xaxis , should be a variable or function of the objects in objectList . ie ' R ' for the radius variable and ' calcDensity ( ) ' for the calcDensity function : param unit : ...
if unit is None : unit = self . _getParLabelAndUnit ( param ) [ 1 ] # use the default unit defined in this class self . _xaxis_unit = unit self . _xaxis = self . _set_axis ( param , unit ) if label is None : self . xlabel = self . _gen_label ( param , unit ) else : self . xlabel = label
def dens_pacl_solution ( ConcAluminum , temp ) : """Return the density of the PACl solution . From Stock Tank Mixing report Fall 2013: https : / / confluence . cornell . edu / download / attachments / 137953883/20131213 _ Research _ Report . pdf"""
return ( ( 0.492 * ConcAluminum * PACl . MolecWeight / ( PACl . AluminumMPM * MOLEC_WEIGHT_ALUMINUM ) ) + pc . density_water ( temp ) . magnitude )
def parse ( self , text ) : """Parse a string of SVG < path > data ."""
gen = self . lexer . lex ( text ) next_val_fn = partial ( next , * ( gen , ) ) token = next_val_fn ( ) return self . rule_svg_path ( next_val_fn , token )
def from_array ( array ) : """Deserialize a new Sticker from a given dictionary . : return : new Sticker instance . : rtype : Sticker"""
if array is None or not array : return None # end if assert_type_or_raise ( array , dict , parameter_name = "array" ) from pytgbot . api_types . receivable . media import PhotoSize from pytgbot . api_types . receivable . stickers import MaskPosition data = { } data [ 'file_id' ] = u ( array . get ( 'file_id' ) ) da...
def _save_results ( self , output_dir , label , results , ngrams , type_label ) : """Saves ` results ` filtered by ` label ` and ` ngram ` to ` output _ dir ` . : param output _ dir : directory to save results to : type output _ dir : ` str ` : param label : catalogue label of results , used in saved filename...
path = os . path . join ( output_dir , '{}-{}.csv' . format ( label , type_label ) ) results [ results [ constants . NGRAM_FIELDNAME ] . isin ( ngrams ) ] . to_csv ( path , encoding = 'utf-8' , float_format = '%d' , index = False )
def HSV_to_RGB ( cobj , target_rgb , * args , ** kwargs ) : """HSV to RGB conversion . H values are in degrees and are 0 to 360. S values are a percentage , 0.0 to 1.0. V values are a percentage , 0.0 to 1.0."""
H = cobj . hsv_h S = cobj . hsv_s V = cobj . hsv_v h_floored = int ( math . floor ( H ) ) h_sub_i = int ( h_floored / 60 ) % 6 var_f = ( H / 60.0 ) - ( h_floored // 60 ) var_p = V * ( 1.0 - S ) var_q = V * ( 1.0 - var_f * S ) var_t = V * ( 1.0 - ( 1.0 - var_f ) * S ) if h_sub_i == 0 : rgb_r = V rgb_g = var_t ...
def take_screen_shot ( self , screen_id , address , width , height , bitmap_format ) : """Takes a screen shot of the requested size and format and copies it to the buffer allocated by the caller and pointed to by @ a address . The buffer size must be enough for a 32 bits per pixel bitmap , i . e . width * hei...
if not isinstance ( screen_id , baseinteger ) : raise TypeError ( "screen_id can only be an instance of type baseinteger" ) if not isinstance ( address , basestring ) : raise TypeError ( "address can only be an instance of type basestring" ) if not isinstance ( width , baseinteger ) : raise TypeError ( "wid...
def maybe_zero_out_padding ( inputs , kernel_size , nonpadding_mask ) : """If necessary , zero out inputs to a conv for padding positions . Args : inputs : a Tensor with shape [ batch , length , . . . ] kernel _ size : an integer or pair of integers nonpadding _ mask : a Tensor with shape [ batch , length ]...
if ( kernel_size != 1 and kernel_size != ( 1 , 1 ) and nonpadding_mask is not None ) : while nonpadding_mask . get_shape ( ) . ndims < inputs . get_shape ( ) . ndims : nonpadding_mask = tf . expand_dims ( nonpadding_mask , - 1 ) return inputs * nonpadding_mask return inputs
def handle_current_state ( self ) : '''Check to see if the current hydrated state and the saved state are different . If they are , then persist the current state in the database by saving the model instance .'''
if getattr ( self , '_current_state_hydrated_changed' , False ) and self . save_on_change : new_base_state = json . dumps ( getattr ( self , '_current_state_hydrated' , { } ) ) if new_base_state != self . base_state : self . base_state = new_base_state self . save ( )
def divisor_count_type ( num ) : """This Python function determines if the count of divisors of a given number is odd or even . Examples : > > > divisor _ count _ type ( 10) ' Even ' > > > divisor _ count _ type ( 100) ' Odd ' > > > divisor _ count _ type ( 125) ' Even ' : param num : The input numb...
import math divisor_count = 0 for i in range ( 1 , int ( math . sqrt ( num ) ) + 2 ) : if num % i == 0 : if num // i == i : divisor_count += 1 else : divisor_count += 2 return 'Even' if divisor_count % 2 == 0 else 'Odd'
def num_pending ( self , work_spec_name ) : '''Get the number of pending work units for some work spec . These are work units that some worker is currently working on ( hopefully ; it could include work units assigned to workers that died and that have not yet expired ) .'''
return self . registry . len ( WORK_UNITS_ + work_spec_name , priority_min = time . time ( ) )
def build_assets ( args ) : """Build the longclaw assets"""
# Get the path to the JS directory asset_path = path . join ( path . dirname ( longclaw . __file__ ) , 'client' ) try : # Move into client dir curdir = os . path . abspath ( os . curdir ) os . chdir ( asset_path ) print ( 'Compiling assets....' ) subprocess . check_call ( [ 'npm' , 'install' ] ) sub...
def is_serializable_type ( type_ ) : """Return ` True ` if the given type ' s instances conform to the Serializable protocol . : rtype : bool"""
if not inspect . isclass ( type_ ) : return Serializable . is_serializable ( type_ ) return issubclass ( type_ , Serializable ) or hasattr ( type_ , '_asdict' )
def put ( self , key , value ) : '''Stores the object ` value ` named by ` key ` self . Writes to both ` ` cache _ datastore ` ` and ` ` child _ datastore ` ` .'''
self . cache_datastore . put ( key , value ) self . child_datastore . put ( key , value )
def add_binary ( self , data , address = 0 , overwrite = False ) : """Add given data at given address . Set ` overwrite ` to ` ` True ` ` to allow already added data to be overwritten ."""
address *= self . word_size_bytes self . _segments . add ( _Segment ( address , address + len ( data ) , bytearray ( data ) , self . word_size_bytes ) , overwrite )
def prompt_y_or_n ( self , prompt ) : """Wrapper around prompt _ input for simple yes / no queries ."""
ch = self . prompt_input ( prompt , key = True ) if ch in ( ord ( 'Y' ) , ord ( 'y' ) ) : return True elif ch in ( ord ( 'N' ) , ord ( 'n' ) , None ) : return False else : self . flash ( ) return False
def load_section ( self , section ) : """Loads the contents of a # Section . The ` section . identifier ` is the name of the object that we need to load . # Arguments section ( Section ) : The section to load . Fill the ` section . title ` and ` section . content ` values . Optionally , ` section . loader _...
assert section . identifier is not None obj , scope = import_object_with_scope ( section . identifier ) if '.' in section . identifier : default_title = section . identifier . rsplit ( '.' , 1 ) [ 1 ] else : default_title = section . identifier section . title = getattr ( obj , '__name__' , default_title ) sect...
def is_sequential ( self ) : """Check if residues that sequence site is composed of are in sequential order . : return : If sequence site is in valid sequential order ( True ) or not ( False ) . : rtype : : py : obj : ` True ` or : py : obj : ` False `"""
seq_ids = tuple ( int ( residue [ "Seq_ID" ] ) for residue in self ) return seq_ids == tuple ( range ( int ( seq_ids [ 0 ] ) , int ( seq_ids [ - 1 ] ) + 1 ) )
def _normalize_assets ( self , assets ) : """Perform asset normalization . For some reason , assets that are sometimes present in lectures , have " @ 1 " at the end of their id . Such " uncut " asset id when fed to OPENCOURSE _ ASSETS _ URL results in error that says : " Routing error : ' get - all ' not impl...
new_assets = [ ] for asset in assets : # For example : giAxucdaEeWJTQ5WTi8YJQ @ 1 if len ( asset ) == 24 : # Turn it into : giAxucdaEeWJTQ5WTi8YJQ asset = asset [ : - 2 ] new_assets . append ( asset ) return new_assets
def timezone ( zone ) : r'''Return a datetime . tzinfo implementation for the given timezone > > > from datetime import datetime , timedelta > > > utc = timezone ( ' UTC ' ) > > > eastern = timezone ( ' US / Eastern ' ) > > > eastern . zone ' US / Eastern ' > > > timezone ( u ' US / Eastern ' ) is easte...
if zone . upper ( ) == 'UTC' : return utc try : zone = zone . encode ( 'US-ASCII' ) except UnicodeEncodeError : # All valid timezones are ASCII raise UnknownTimeZoneError ( zone ) zone = _unmunge_zone ( zone ) if zone not in _tzinfo_cache : if resource_exists ( zone ) : _tzinfo_cache [ zone ] = ...
def watch ( self , path , func = None , delay = 0 , ignore = None ) : """Add a task to watcher . : param path : a filepath or directory path or glob pattern : param func : the function to be executed when file changed : param delay : Delay sending the reload message . Use ' forever ' to not send it . This i...
self . _tasks [ path ] = { 'func' : func , 'delay' : delay , 'ignore' : ignore , }
def buffer_iter ( self , block_size = 1024 ) : """Iterate through chunks of the vertices , and indices buffers seamlessly . . . note : : To see a usage example , look at the : class : ` ShapeBuffer ` description ."""
streams = ( self . vert_data , self . idx_data , ) # Chain streams seamlessly for stream in streams : stream . seek ( 0 ) while True : chunk = stream . read ( block_size ) if chunk : yield chunk else : break
def bss_eval_sources ( reference_sources , estimated_sources , compute_permutation = True ) : """BSS Eval v3 bss _ eval _ sources Wrapper to ` ` bss _ eval ` ` with the right parameters . The call to this function is not recommended . See the description for the ` ` bsseval _ sources ` ` parameter of ` ` bss ...
( sdr , isr , sir , sar , perm ) = bss_eval ( reference_sources , estimated_sources , window = np . inf , hop = np . inf , compute_permutation = compute_permutation , filters_len = 512 , framewise_filters = True , bsseval_sources_version = True ) return ( sdr , sir , sar , perm )
def sumnum ( * args ) : '''Computes the sum of the provided numbers'''
print ( '%s = %f' % ( ' + ' . join ( args ) , sum ( float ( arg ) for arg in args ) ) )