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def run ( self , graminit_h , graminit_c ) : """Load the grammar tables from the text files written by pgen ."""
self . parse_graminit_h ( graminit_h ) self . parse_graminit_c ( graminit_c ) self . finish_off ( )
async def reconnect ( self ) : """Force a reconnection ."""
monitor = self . monitor if monitor . reconnecting . locked ( ) or monitor . close_called . is_set ( ) : return async with monitor . reconnecting : await self . close ( ) await self . _connect_with_login ( [ ( self . endpoint , self . cacert ) ] )
def decode ( data , encoding = 'utf-8' , errors = 'strict' ) : """We need to convert a dictionary where keys and values are bytes , to unicode strings . This happens when a Python 2 worker sends a dictionary back to a Python 3 master ."""
data_type = type ( data ) if data_type == bytes : return bytes2unicode ( data , encoding , errors ) if data_type in ( dict , list , tuple ) : if data_type == dict : data = data . items ( ) return data_type ( map ( decode , data ) ) return data
def string_chain ( text , filters ) : """Chain several filters after each other , applies the filter on the entire string : param text : String to format : param filters : Sequence of filters to apply on String : return : The formatted String"""
if filters is None : return text for filter_function in filters : text = filter_function ( text ) return text
def add ( self , item ) : """Adds the specified item to this queue if there is available space . : param item : ( object ) , the specified item . : return : ( bool ) , ` ` true ` ` if element is successfully added , ` ` false ` ` otherwise ."""
def result_fnc ( f ) : if f . result ( ) : return True raise Full ( "Queue is full!" ) return self . offer ( item ) . continue_with ( result_fnc )
def entries ( self ) : """Return the entries that are published under this node ."""
# Since there is currently no filtering in place , return all entries . EntryModel = get_entry_model ( ) qs = get_entry_model ( ) . objects . order_by ( '-publication_date' ) # Only limit to current language when this makes sense . if issubclass ( EntryModel , TranslatableModel ) : admin_form_language = self . get_...
def complete_upload ( self ) : """Complete the MultiPart Upload operation . This method should be called when all parts of the file have been successfully uploaded to S3. : rtype : : class : ` boto . s3 . multipart . CompletedMultiPartUpload ` : returns : An object representing the completed upload ."""
xml = self . to_xml ( ) return self . bucket . complete_multipart_upload ( self . key_name , self . id , xml )
def get_aliases ( self ) : """RETURN LIST OF { " alias " : a , " index " : i } PAIRS ALL INDEXES INCLUDED , EVEN IF NO ALIAS { " alias " : Null }"""
for index , desc in self . get_metadata ( ) . indices . items ( ) : if not desc [ "aliases" ] : yield wrap ( { "index" : index } ) elif desc [ 'aliases' ] [ 0 ] == index : Log . error ( "should not happen" ) else : for a in desc [ "aliases" ] : yield wrap ( { "index" : in...
def index_sets ( self , as_set = False ) : """Return the series as list of index set tuples ."""
indexes = frozenset if as_set else tuple return [ indexes ( b . iter_set ( ) ) for b in self ]
def remove_sni_cert ( self , hostname ) : """Remove the SSL Server Name Indicator ( SNI ) certificate configuration for the specified * hostname * . . . warning : : This method will raise a : py : exc : ` RuntimeError ` if either the SNI extension is not available in the : py : mod : ` ssl ` module or if SS...
if not g_ssl_has_server_sni : raise RuntimeError ( 'the ssl server name indicator extension is unavailable' ) if self . _ssl_sni_entries is None : raise RuntimeError ( 'ssl was not enabled on initialization' ) sni_entry = self . _ssl_sni_entries . pop ( hostname , None ) if sni_entry is None : raise ValueEr...
def download ( self , data , um_update = False ) : """Used to download firmware or filter set . : param data : binary string to push via serial : param um _ update : flag whether to update umanager"""
self . open_umanager ( ) self . ser . write ( '' . join ( ( self . cmd_download , self . cr ) ) ) if self . read_loop ( lambda x : x . endswith ( self . xmodem_crc ) , self . timeout ) : if self . xmodem . send ( StringIO . StringIO ( data ) ) : log . info ( "Data sent" ) else : raise Dam1021Err...
def get_plot ( self , zero_to_efermi = True , ylim = None , smooth = False , vbm_cbm_marker = False , smooth_tol = None ) : """Get a matplotlib object for the bandstructure plot . Blue lines are up spin , red lines are down spin . Args : zero _ to _ efermi : Automatically subtract off the Fermi energy from ...
plt = pretty_plot ( 12 , 8 ) from matplotlib import rc import scipy . interpolate as scint # main internal config options e_min = - 4 e_max = 4 if self . _bs . is_metal ( ) : e_min = - 10 e_max = 10 # band _ linewidth = 3 band_linewidth = 1 data = self . bs_plot_data ( zero_to_efermi ) if not smooth : for d...
def get_main_app ( argv = [ ] ) : """Standard boilerplate Qt application code . Do everything but app . exec _ ( ) - - so that we can test the application in one thread"""
app = QApplication ( argv ) app . setApplicationName ( __appname__ ) app . setWindowIcon ( newIcon ( "app" ) ) # Tzutalin 201705 + : Accept extra agruments to change predefined class file # Usage : labelImg . py image predefClassFile saveDir win = MainWindow ( argv [ 1 ] if len ( argv ) >= 2 else None , argv [ 2 ] if l...
def top2_reduced ( votes ) : """Description : Top 2 alternatives 12 moment conditions values calculation Parameters : votes : ordinal preference data ( numpy ndarray of integers )"""
res = np . zeros ( 12 ) for vote in votes : # the top ranked alternative is in vote [ 0 ] [ 0 ] , second in vote [ 1 ] [ 0] if vote [ 0 ] [ 0 ] == 0 : # i . e . the first alt is ranked first res [ 0 ] += 1 if vote [ 1 ] [ 0 ] == 2 : res [ 4 ] += 1 elif vote [ 1 ] [ 0 ] == 3 : ...
def GetArtifactsDependenciesClosure ( name_list , os_name = None ) : """For all the artifacts in the list returns them and their dependencies ."""
artifacts = set ( REGISTRY . GetArtifacts ( os_name = os_name , name_list = name_list ) ) dependencies = set ( ) for art in artifacts : dependencies . update ( GetArtifactDependencies ( art , recursive = True ) ) if dependencies : artifacts . update ( set ( REGISTRY . GetArtifacts ( os_name = os_name , name_lis...
def _call ( self , path , method , body = None , headers = None ) : """Wrapper around http . do _ call that transforms some HTTPError into our own exceptions"""
try : resp = self . http . do_call ( path , method , body , headers ) except http . HTTPError as err : if err . status == 401 : raise PermissionError ( 'Insufficient permissions to query ' + '%s with user %s :%s' % ( path , self . user , err ) ) raise return resp
def defrise_ellipses ( ndim , nellipses = 8 , alternating = False ) : """Ellipses for the standard Defrise phantom in 2 or 3 dimensions . Parameters ndim : { 2 , 3} Dimension of the space for the ellipses / ellipsoids . nellipses : int , optional Number of ellipses . If more ellipses are used , each ellip...
ellipses = [ ] if ndim == 2 : for i in range ( nellipses ) : if alternating : value = ( - 1.0 + 2.0 * ( i % 2 ) ) else : value = 1.0 axis_1 = 0.5 axis_2 = 0.5 / ( nellipses + 1 ) center_x = 0.0 center_y = - 1 + 2.0 / ( nellipses + 1.0 ) * ( i +...
def _estimate_param_scan_worker ( estimator , params , X , evaluate , evaluate_args , failfast , return_exceptions ) : """Method that runs estimation for several parameter settings . Defined as a worker for parallelization"""
# run estimation model = None try : # catch any exception estimator . estimate ( X , ** params ) model = estimator . model except KeyboardInterrupt : # we want to be able to interactively interrupt the worker , no matter of failfast = False . raise except : e = sys . exc_info ( ) [ 1 ] if isinstance...
def read_stream ( self , stream_id , size = None ) : """Read data from the given stream . By default ( ` size = None ` ) , this returns all data left in current HTTP / 2 frame . In other words , default behavior is to receive frame by frame . If size is given a number above zero , method will try to return as...
rv = [ ] try : with ( yield from self . _get_stream ( stream_id ) . rlock ) : if size is None : rv . append ( ( yield from self . _get_stream ( stream_id ) . read_frame ( ) ) ) self . _flow_control ( stream_id ) elif size < 0 : while True : rv . ex...
def is_parseable ( self ) : """Check if content is parseable for recursion . @ return : True if content is parseable @ rtype : bool"""
if not self . valid : return False # some content types must be validated with the page content if self . content_type in ( "application/xml" , "text/xml" ) : rtype = mimeutil . guess_mimetype_read ( self . get_content ) if rtype is not None : # XXX side effect self . content_type = rtype if self . ...
def from_qubo ( cls , Q , offset = 0.0 ) : """Create a binary quadratic model from a QUBO model . Args : Q ( dict ) : Coefficients of a quadratic unconstrained binary optimization ( QUBO ) problem . Should be a dict of the form ` { ( u , v ) : bias , . . . } ` where ` u ` , ` v ` , are binary - valued var...
linear = { } quadratic = { } for ( u , v ) , bias in iteritems ( Q ) : if u == v : linear [ u ] = bias else : quadratic [ ( u , v ) ] = bias return cls ( linear , quadratic , offset , Vartype . BINARY )
def get_binary ( self ) : """Return a binary buffer containing the file content"""
content_disp = 'Content-Disposition: form-data; name="file"; filename="{}"' stream = io . BytesIO ( ) stream . write ( _string_to_binary ( '--{}' . format ( self . boundary ) ) ) stream . write ( _crlf ( ) ) stream . write ( _string_to_binary ( content_disp . format ( self . file_name ) ) ) stream . write ( _crlf ( ) )...
def contraction_conical_Crane ( Di1 , Di2 , l = None , angle = None ) : r'''Returns loss coefficient for a conical pipe contraction as shown in Crane TP 410M [ 1 ] _ between 0 and 180 degrees . If : math : ` \ theta < 45 ^ { \ circ } ` : . . math : : K _ 2 = { 0.8 \ sin \ frac { \ theta } { 2 } ( 1 - \ beta...
if l is None and angle is None : raise Exception ( 'One of `l` or `angle` must be specified' ) beta = Di2 / Di1 beta2 = beta * beta if angle is not None : angle = radians ( angle ) # l = ( Di1 - Di2 ) / ( 2.0 * tan ( 0.5 * angle ) ) # L is not needed in this calculation elif l is not None : try : ...
def impute_using_statistics ( df , method = 'min' ) : """Imputes the missing values by the selected statistical property of each column : param df : The input dataframe that contains missing values : param method : The imputation method ( min by default ) " zero " : fill missing entries with zeros " mean " ...
sf = SimpleFill ( method ) imputed_matrix = sf . complete ( df . values ) imputed_df = pd . DataFrame ( imputed_matrix , df . index , df . columns ) return imputed_df
def is_upstart ( conn ) : """This helper should only used as a fallback ( last resort ) as it is not guaranteed that it will be absolutely correct ."""
# it may be possible that we may be systemd and the caller never checked # before so lets do that if is_systemd ( conn ) : return False # get the initctl executable , if it doesn ' t exist we can ' t proceed so we # are probably not upstart initctl = conn . remote_module . which ( 'initctl' ) if not initctl : r...
def attribute_labels ( self , attribute_id , params = None ) : """Gets the security labels from a attribute Yields : Security label json"""
if params is None : params = { } if not self . can_update ( ) : self . _tcex . handle_error ( 910 , [ self . type ] ) for al in self . tc_requests . attribute_labels ( self . api_type , self . api_sub_type , self . unique_id , attribute_id , owner = self . owner , params = params , ) : yield al
def create_id ( self , prefix = "guid" ) : """Create an ID . Note that if ` prefix ` is not provided , it will be ` guid ` , even if the ` method ` is ` METHOD _ INT ` ."""
if self . method == IDGenerator . METHOD_UUID : id_ = str ( uuid . uuid4 ( ) ) elif self . method == IDGenerator . METHOD_INT : id_ = self . next_int self . next_int += 1 else : raise InvalidMethodError ( self . method ) return "%s:%s-%s" % ( self . namespace . prefix , prefix , id_ )
def lock ( self , block = True ) : """Lock connection from being used else where"""
self . _locked = True return self . _lock . acquire ( block )
async def container_load ( self , container_type , params = None , container = None ) : """Loads container of elements from the reader . Supports the container ref . Returns loaded container . : param container _ type : : param params : : param container : : param field _ archiver : : return :"""
raw_container = container_is_raw ( container_type , params ) c_len = await load_uvarint ( self . iobj ) elem_ver = await load_uvarint ( self . iobj ) if not raw_container else 0 # if container and c _ len ! = len ( container ) : # raise ValueError ( ' Size mismatch ' ) elem_type = x . container_elem_type ( container_ty...
def error ( self , interface_id , errorcode , msg ) : """When some error occurs the CCU / Homegear will send it ' s error message here"""
LOG . debug ( "RPCFunctions.error: interface_id = %s, errorcode = %i, message = %s" % ( interface_id , int ( errorcode ) , str ( msg ) ) ) if self . systemcallback : self . systemcallback ( 'error' , interface_id , errorcode , msg ) return True
def addCustomOptions ( parser ) : """Adds custom options to a parser . : param parser : the parser . : type parser : argparse . parser"""
parser . add_argument ( "--format" , type = str , metavar = "FORMAT" , default = "png" , choices = [ "png" , "ps" , "pdf" , "X11" ] , help = "The output file format (png, ps, pdf, or X11 " "formats are available). [default: %(default)s]" ) parser . add_argument ( "--title" , type = str , metavar = "STRING" , default = ...
def read_cifar10 ( filename_queue ) : """Reads and parses examples from CIFAR10 data files . Recommendation : if you want N - way read parallelism , call this function N times . This will give you N independent Readers reading different files & positions within those files , which will give better mixing of ...
class CIFAR10Record ( object ) : pass result = CIFAR10Record ( ) # Dimensions of the images in the CIFAR - 10 dataset . # See http : / / www . cs . toronto . edu / ~ kriz / cifar . html for a description of the # input format . label_bytes = 1 # 2 for CIFAR - 100 result . height = 32 result . width = 32 result . de...
def is_valid_pentameter ( self , scanned_line : str ) -> bool : """Determine if a scansion pattern is one of the valid Pentameter metrical patterns : param scanned _ line : a line containing a sequence of stressed and unstressed syllables : return bool : whether or not the scansion is a valid pentameter > > >...
line = scanned_line . replace ( self . constants . FOOT_SEPARATOR , "" ) line = line . replace ( " " , "" ) if len ( line ) < 10 : return False line = line [ : - 1 ] + self . constants . OPTIONAL_ENDING return self . VALID_PENTAMETERS . __contains__ ( line )
def format_value ( value ) : """Convert a list into a comma separated string , for displaying select multiple values in emails ."""
if isinstance ( value , list ) : value = ", " . join ( [ v . strip ( ) for v in value ] ) return value
def _check_ising_linear_ranges ( linear_ranges , graph ) : """check correctness / populate defaults for ising _ linear _ ranges ."""
if linear_ranges is None : linear_ranges = { } for v in graph : if v in linear_ranges : # check linear_ranges [ v ] = Specification . _check_range ( linear_ranges [ v ] ) else : # set default linear_ranges [ v ] = [ - 2 , 2 ] return linear_ranges
def maturity_date ( self ) : """[ datetime ] 期货到期日 。 主力连续合约与指数连续合约都为 datetime ( 2999 , 12 , 31 ) ( 期货专用 )"""
try : return self . __dict__ [ "maturity_date" ] except ( KeyError , ValueError ) : raise AttributeError ( "Instrument(order_book_id={}) has no attribute 'maturity_date' " . format ( self . order_book_id ) )
def browse_dailydeviations ( self ) : """Retrieves Daily Deviations"""
response = self . _req ( '/browse/dailydeviations' ) deviations = [ ] for item in response [ 'results' ] : d = Deviation ( ) d . from_dict ( item ) deviations . append ( d ) return deviations
def get_parent_object ( self ) : """Lookup a parent object . If parent _ field is None this will return None . Otherwise this will try to return that object . The filter arguments are found by using the known url parameters of the bundle , finding the value in the url keyword arguments and matching them w...
if self . parent_field : # Get the model we are querying on if getattr ( self . model . _meta , 'init_name_map' , None ) : # pre - django - 1.8 cache = self . model . _meta . init_name_map ( ) field , mod , direct , m2m = cache [ self . parent_field ] else : # 1.10 if DJANGO_VERSION [ 1 ...
def __driver_stub ( self , text , state ) : """Display help messages or invoke the proper completer . The interface of helper methods and completer methods are documented in the helper ( ) decorator method and the completer ( ) decorator method , respectively . Arguments : text : A string , that is the cu...
origline = readline . get_line_buffer ( ) line = origline . lstrip ( ) if line and line [ - 1 ] == '?' : self . __driver_helper ( line ) else : toks = shlex . split ( line ) return self . __driver_completer ( toks , text , state )
def words ( self , fileids = None ) -> Generator [ str , str , None ] : """Provide the words of the corpus ; skipping any paragraphs flagged by keywords to the main class constructor : param fileids : : return : words , including punctuation , one by one"""
if not fileids : fileids = self . fileids ( ) for para in self . paras ( fileids ) : flat_para = flatten ( para ) skip = False if self . skip_keywords : for keyword in self . skip_keywords : if keyword in flat_para : skip = True if not skip : for word in f...
def update ( self , checked = False , labels = None , custom_labels = None ) : """Use this function when we make changes to the list of labels or when we load a new dataset . Parameters checked : bool argument from clicked . connect labels : list of str list of labels in the dataset ( default ) custom...
if labels is not None : self . setEnabled ( True ) self . chan_name = labels self . table . blockSignals ( True ) self . table . clearContents ( ) self . table . setRowCount ( len ( self . chan_name ) ) for i , label in enumerate ( self . chan_name ) : old_label = QTableWidgetItem ( label ) old_label . ...
def _get_bounds ( self , layers ) : """Return the bounds of all data layers involved in a cartoframes map . Args : layers ( list ) : List of cartoframes layers . See ` cartoframes . layers ` for all types . Returns : dict : Dictionary of northern , southern , eastern , and western bounds of the superset...
extent_query = ( 'SELECT ST_EXTENT(the_geom) AS the_geom ' 'FROM ({query}) AS t{idx}\n' ) union_query = 'UNION ALL\n' . join ( [ extent_query . format ( query = layer . orig_query , idx = idx ) for idx , layer in enumerate ( layers ) if not layer . is_basemap ] ) extent = self . sql_client . send ( utils . minify_sql (...
def analyze ( self , text ) : """Return the sentiment as a tuple of the form : ` ` ( polarity , subjectivity ) ` ` : param str text : A string . . . todo : : Figure out best format to be passed to the analyzer . There might be a better format than a string of space separated lemmas ( e . g . with pos ta...
if self . lemmatize : text = self . _lemmatize ( text ) return self . RETURN_TYPE ( * pattern_sentiment ( text ) )
def token_cli ( self , eauth , load ) : '''Create the token from the CLI and request the correct data to authenticate via the passed authentication mechanism'''
load [ 'cmd' ] = 'mk_token' load [ 'eauth' ] = eauth tdata = self . _send_token_request ( load ) if 'token' not in tdata : return tdata try : with salt . utils . files . set_umask ( 0o177 ) : with salt . utils . files . fopen ( self . opts [ 'token_file' ] , 'w+' ) as fp_ : fp_ . write ( tda...
def _draw_label ( self , obj , count ) : """Helper method to draw on the current label . Not intended for external use ."""
# Start a drawing for the whole label . label = Drawing ( float ( self . _lw ) , float ( self . _lh ) ) label . add ( self . _clip_label ) # And one for the available area ( i . e . , after padding ) . available = Drawing ( float ( self . _dw ) , float ( self . _dh ) ) available . add ( self . _clip_drawing ) # Call th...
def dump_zone_file ( self ) : """Generate a zoneinfo compatible zone description table . Returns : list : zoneinfo descriptions"""
data = [ ] for zone in sorted ( self , key = attrgetter ( 'country' ) ) : text = [ '%s %s %s' % ( zone . country , utils . to_iso6709 ( zone . latitude , zone . longitude , format = 'dms' ) [ : - 1 ] , zone . zone ) , ] if zone . comments : text . append ( ' %s' % ', ' . join ( zone . comments ) ) d...
def _eval_wrapper ( self , fit_key , q , chiA , chiB , ** kwargs ) : """Evaluates the surfinBH3dq8 model ."""
chiA = np . array ( chiA ) chiB = np . array ( chiB ) # Warn / Exit if extrapolating allow_extrap = kwargs . pop ( 'allow_extrap' , False ) self . _check_param_limits ( q , chiA , chiB , allow_extrap ) self . _check_unused_kwargs ( kwargs ) x = [ q , chiA [ 2 ] , chiB [ 2 ] ] if fit_key == 'mf' or fit_key == 'all' : ...
async def emit ( self , name ) : """Add a callback to the event named ' name ' . Returns this object for chained ' on ' calls ."""
for cb in self . _event_list [ name ] : if isawaitable ( cb ) : await cb else : cb ( )
def forum_topic ( self ) : """| Comment : The topic this ticket originated from , if any"""
if self . api and self . forum_topic_id : return self . api . _get_topic ( self . forum_topic_id )
def remove_permission ( self , file_id , permission_id ) : """Deletes a permission from a file . : param file _ id : a spreadsheet ID ( aka file ID . ) : type file _ id : str : param permission _ id : an ID for the permission . : type permission _ id : str"""
url = '{0}/{1}/permissions/{2}' . format ( DRIVE_FILES_API_V2_URL , file_id , permission_id ) self . request ( 'delete' , url )
def _fill_auto_fields ( model , values ) : """Given a list of models , fill in auto _ now and auto _ now _ add fields for upserts . Since django manager utils passes Django ' s ORM , these values have to be automatically constructed"""
auto_field_names = [ f . attname for f in model . _meta . fields if getattr ( f , 'auto_now' , False ) or getattr ( f , 'auto_now_add' , False ) ] now = timezone . now ( ) for value in values : for f in auto_field_names : setattr ( value , f , now ) return values
def exclude_invert ( self ) : # type : ( ) - > None """Inverts the values in self . exclude . . code - block : : python > > > import pydarksky > > > darksky = pydarksky . DarkSky ( ' 0 ' * 32) > > > darksky . EXCLUDES ( ' currently ' , ' minutely ' , ' hourly ' , ' daily ' , ' alerts ' , ' flags ' ) > >...
tmp = self . exclude self . _exclude = [ ] for i in self . EXCLUDES : if i not in tmp : self . _exclude . append ( i )
def compress_and_upload ( data , compressed_file , s3_path , multipart_chunk_size_mb = 500 , method = 'gz' , delete = False , access_key = None , secret_key = None ) : '''Compresses data and uploads to S3. S3 upload uses ` ` s3cmd ` ` , so you must either : 1 ) Manually configure ` ` s3cmd ` ` prior to use ( ty...
logger = log . get_logger ( 's3' ) if all ( [ access_key , secret_key ] ) : configure ( access_key = access_key , secret_key = secret_key , logger = logger ) compress ( data , compressed_file , fmt = method , logger = logger ) put ( compressed_file , s3_path , multipart_chunk_size_mb = multipart_chunk_size_mb , log...
def _setup ( module , extras ) : """Install common submodules"""
Qt . __binding__ = module . __name__ for name in list ( _common_members ) + extras : try : submodule = _import_sub_module ( module , name ) except ImportError : try : # For extra modules like sip and shiboken that may not be # children of the binding . submodule = __import__ ...
def get_confirmed_blockhash ( self ) : """Gets the block CONFIRMATION _ BLOCKS in the past and returns its block hash"""
confirmed_block_number = self . web3 . eth . blockNumber - self . default_block_num_confirmations if confirmed_block_number < 0 : confirmed_block_number = 0 return self . blockhash_from_blocknumber ( confirmed_block_number )
def from_clock_time ( cls , clock_time , epoch ) : """Convert from a ClockTime relative to a given epoch ."""
try : clock_time = ClockTime ( * clock_time ) except ( TypeError , ValueError ) : raise ValueError ( "Clock time must be a 2-tuple of (s, ns)" ) else : ordinal = clock_time . seconds // 86400 return Date . from_ordinal ( ordinal + epoch . date ( ) . to_ordinal ( ) )
def done ( self , warn = True ) : """Is the subprocess done ?"""
if not self . process : raise Exception ( "Not implemented yet or process not started yet, make sure to overload the done() method in your Experiment class" ) self . process . poll ( ) if self . process . returncode == None : return False elif self . process . returncode > 0 : raise ProcessFailed ( ) else :...
def is_timeseries ( nc , variable ) : '''Returns true if the variable is a time series feature type . : param netCDF4 . Dataset nc : An open netCDF dataset : param str variable : name of the variable to check'''
# x , y , z , t ( o ) # X ( o ) dims = nc . variables [ variable ] . dimensions cmatrix = coordinate_dimension_matrix ( nc ) for req in ( 'x' , 'y' , 't' ) : if req not in cmatrix : return False if len ( cmatrix [ 'x' ] ) != 0 : return False if len ( cmatrix [ 'y' ] ) != 0 : return False if 'z' in c...
def virtual_networks_list_all ( ** kwargs ) : '''. . versionadded : : 2019.2.0 List all virtual networks within a subscription . CLI Example : . . code - block : : bash salt - call azurearm _ network . virtual _ networks _ list _ all'''
result = { } netconn = __utils__ [ 'azurearm.get_client' ] ( 'network' , ** kwargs ) try : vnets = __utils__ [ 'azurearm.paged_object_to_list' ] ( netconn . virtual_networks . list_all ( ) ) for vnet in vnets : result [ vnet [ 'name' ] ] = vnet except CloudError as exc : __utils__ [ 'azurearm.log_cl...
def step2 ( self , pub_key , salt ) : """Second authentication step ."""
self . _check_initialized ( ) pk_str = binascii . hexlify ( pub_key ) . decode ( ) salt = binascii . hexlify ( salt ) . decode ( ) self . client_session_key , _ , _ = self . session . process ( pk_str , salt ) _LOGGER . debug ( 'Client session key: %s' , self . client_session_key ) # Generate client public and session ...
def get_lldp_status ( cls , intf ) : """Retrieves the LLDP status ."""
if intf not in cls . topo_intf_obj_dict : LOG . error ( "Interface %s not configured at all" , intf ) return False intf_obj = cls . topo_intf_obj_dict . get ( intf ) return intf_obj . get_lldp_status ( )
def parse_vote_info ( protobuf : bytes ) -> dict : '''decode vote init tx op _ return protobuf message and validate it .'''
vote = pavoteproto . Vote ( ) vote . ParseFromString ( protobuf ) assert vote . version > 0 , { "error" : "Vote info incomplete, version can't be 0." } assert vote . start_block < vote . end_block , { "error" : "vote can't end in the past." } return { "version" : vote . version , "description" : vote . description , "c...
def parse_content ( self , text ) : """parse section to formal format raw _ content : { title : section ( with title ) } . For ` help ` access . formal _ content : { title : section } but the section has been dedented without title . For parse instance"""
raw_content = self . raw_content raw_content . clear ( ) formal_collect = { } with warnings . catch_warnings ( ) : warnings . simplefilter ( "ignore" ) try : split = self . visible_empty_line_re . split ( text ) except ValueError : # python > = 3.5 split = [ text ] option_split_re = self . o...
def _get_fields ( self , table_name , ** kwargs ) : """return all the fields for the given table"""
ret = { } query_str = 'PRAGMA table_info({})' . format ( self . _normalize_table_name ( table_name ) ) fields = self . _query ( query_str , ** kwargs ) # pout . v ( [ dict ( d ) for d in fields ] ) query_str = 'PRAGMA foreign_key_list({})' . format ( self . _normalize_table_name ( table_name ) ) fks = { f [ "from" ] : ...
def read ( path , corpus = True , index_by = 'uri' , follow_links = False , ** kwargs ) : """Read bibliographic data from Zotero RDF . Examples Assuming that the Zotero collection was exported to the directory ` ` / my / working / dir ` ` with the name ` ` myCollection ` ` , a subdirectory should have been ...
# TODO : is there a case where ` from _ dir ` would make sense ? parser = ZoteroParser ( path , index_by = index_by , follow_links = follow_links ) papers = parser . parse ( ) if corpus : c = Corpus ( papers , index_by = index_by , ** kwargs ) if c . duplicate_papers : warnings . warn ( "Duplicate paper...
def check_perms ( perms , user , slug , raise_exception = False ) : """a helper user to check if a user has the permissions for a given slug"""
if isinstance ( perms , string_types ) : perms = { perms } else : perms = set ( perms ) allowed_users = ACLRule . get_users_for ( perms , slug ) if allowed_users : return user in allowed_users if perms . issubset ( set ( WALIKI_ANONYMOUS_USER_PERMISSIONS ) ) : return True if is_authenticated ( user ) an...
def generate_srt_from_sjson ( sjson_subs ) : """Generate transcripts from sjson to SubRip ( * . srt ) . Arguments : sjson _ subs ( dict ) : ` sjson ` subs . Returns : Subtitles in SRT format ."""
output = '' equal_len = len ( sjson_subs [ 'start' ] ) == len ( sjson_subs [ 'end' ] ) == len ( sjson_subs [ 'text' ] ) if not equal_len : return output for i in range ( len ( sjson_subs [ 'start' ] ) ) : item = SubRipItem ( index = i , start = SubRipTime ( milliseconds = sjson_subs [ 'start' ] [ i ] ) , end = ...
def run ( self ) : """Continually write images to the filename specified by a command queue ."""
if not self . camera . is_running : self . camera . start ( ) while True : if not self . cmd_q . empty ( ) : cmd = self . cmd_q . get ( ) if cmd [ 0 ] == 'stop' : self . out . close ( ) self . recording = False elif cmd [ 0 ] == 'start' : filename = cm...
def _densMoments_approx_higherorder_gaussxpolyInts ( self , ll , ul , maxj ) : """Calculate all of the polynomial x Gaussian integrals occuring in the higher - order terms , recursively"""
gaussxpolyInt = numpy . zeros ( ( maxj , len ( ul ) ) ) gaussxpolyInt [ - 1 ] = 1. / numpy . sqrt ( numpy . pi ) * ( numpy . exp ( - ll ** 2. ) - numpy . exp ( - ul ** 2. ) ) gaussxpolyInt [ - 2 ] = 1. / numpy . sqrt ( numpy . pi ) * ( numpy . exp ( - ll ** 2. ) * ll - numpy . exp ( - ul ** 2. ) * ul ) + 0.5 * ( specia...
def parent ( self ) : """Cache a instance of self parent class . : return object : instance of self . Meta . parent class"""
if not self . _meta . parent : return None if not self . __parent__ : self . __parent__ = self . _meta . parent ( ) return self . __parent__
def getFreeEnergyDifferences ( self , compute_uncertainty = True , uncertainty_method = None , warning_cutoff = 1.0e-10 , return_theta = False ) : """Get the dimensionless free energy differences and uncertainties among all thermodynamic states . Parameters compute _ uncertainty : bool , optional If False , t...
# Compute free energy differences . f_i = np . matrix ( self . f_k ) Deltaf_ij = f_i - f_i . transpose ( ) # zero out numerical error for thermodynamically identical states self . _zerosamestates ( Deltaf_ij ) returns = [ ] returns . append ( np . array ( Deltaf_ij ) ) if compute_uncertainty or return_theta : # Compute...
def rename ( self , source_col : str , dest_col : str ) : """Renames a column in the main dataframe : param source _ col : name of the column to rename : type source _ col : str : param dest _ col : new name of the column : type dest _ col : str : example : ` ` ds . rename ( " Col 1 " , " New col " ) ` `"...
try : self . df = self . df . rename ( columns = { source_col : dest_col } ) except Exception as e : self . err ( e , self . rename , "Can not rename column" ) return self . ok ( "Column" , source_col , "renamed" )
def to_binary ( value , encoding = 'utf-8' ) : """Convert value to binary string , default encoding is utf - 8 : param value : Value to be converted : param encoding : Desired encoding"""
if not value : return b'' if isinstance ( value , six . binary_type ) : return value if isinstance ( value , six . text_type ) : return value . encode ( encoding ) return to_text ( value ) . encode ( encoding )
def get ( self , item ) : """Returns the container whose name is provided as ' item ' . If ' item ' is not a string , the original item is returned unchanged ."""
if isinstance ( item , six . string_types ) : item = super ( StorageClient , self ) . get ( item ) return item
def make_tm_request ( method , uri , ** kwargs ) : """Make a request to TextMagic REST APIv2. : param str method : " POST " , " GET " , " PUT " or " DELETE " : param str uri : URI to process request . : return : : class : ` Response `"""
headers = kwargs . get ( "headers" , { } ) user_agent = "textmagic-python/%s (Python %s)" % ( __version__ , platform . python_version ( ) ) headers [ "User-agent" ] = user_agent headers [ "Accept-Charset" ] = "utf-8" if "Accept-Language" not in headers : headers [ "Accept-Language" ] = "en-us" if ( method == "POST"...
def ListChildren ( self , urn ) : """Lists children of a given urn . Resulting list is cached ."""
result = self . MultiListChildren ( [ urn ] ) try : return result [ urn ] except KeyError : return [ ]
def output ( self , _filename ) : """_ filename is not used Args : _ filename ( string )"""
txt = "Analyze of {}\n" . format ( self . slither . filename ) txt += self . get_detectors_result ( ) for contract in self . slither . contracts_derived : txt += "\nContract {}\n" . format ( contract . name ) txt += self . is_complex_code ( contract ) is_erc20 = contract . is_erc20 ( ) txt += '\tNumber ...
def _to_chimera ( M , N , L , q ) : "Converts a qubit ' s linear index to chimera coordinates ."
return ( q // N // L // 2 , ( q // L // 2 ) % N , ( q // L ) % 2 , q % L )
def get_endpoint ( self , session , ** kwargs ) : """Get the HubiC storage endpoint uri . If the current session has not been authenticated , this will trigger a new authentication to the HubiC OAuth service . : param keystoneclient . Session session : The session object to use for queries . : raises keys...
if self . endpoint is None : try : self . _refresh_tokens ( session ) self . _fetch_credentials ( session ) except : raise AuthorizationFailure ( ) return self . endpoint
def basic_auth_tween_factory ( handler , registry ) : """Do basic authentication , parse HTTP _ AUTHORIZATION and set remote _ user variable to request"""
def basic_auth_tween ( request ) : remote_user = get_remote_user ( request ) if remote_user is not None : request . environ [ 'REMOTE_USER' ] = remote_user [ 0 ] return handler ( request ) return basic_auth_tween
def image ( self ) : """Returns a json - schema document that represents a single image entity ."""
uri = "/%s/image" % self . uri_base resp , resp_body = self . api . method_get ( uri ) return resp_body
def create_index ( self , index , index_type = GEO2D ) : """Create an index on a given attribute : param str index : Attribute to set index on : param str index _ type : See PyMongo index types for further information , defaults to GEO2D index ."""
self . logger . info ( "Adding %s index to stores on attribute: %s" % ( index_type , index ) ) yield self . collection . create_index ( [ ( index , index_type ) ] )
def extractFont ( self , xref = 0 , info_only = 0 ) : """extractFont ( self , xref = 0 , info _ only = 0 ) - > PyObject *"""
if self . isClosed or self . isEncrypted : raise ValueError ( "operation illegal for closed / encrypted doc" ) return _fitz . Document_extractFont ( self , xref , info_only )
def _resolve_name ( name , package , level ) : """Return the absolute name of the module to be imported ."""
if not hasattr ( package , 'rindex' ) : raise ValueError ( "'package' not set to a string" ) dot = len ( package ) for x in xrange ( level , 1 , - 1 ) : try : dot = package . rindex ( '.' , 0 , dot ) except ValueError : raise ValueError ( "attempted relative import beyond top-level " "packag...
def fast_lindblad_terms ( gamma , unfolding , matrix_form = False , file_name = None , return_code = False ) : r"""Return a fast function that returns the Lindblad terms . We test a basic two - level system . > > > import numpy as np > > > Ne = 2 > > > gamma21 = 2 * np . pi * 6e6 > > > gamma = np . array ...
Ne = unfolding . Ne Nrho = unfolding . Nrho Mu = unfolding . Mu # We establish the arguments of the output function . if True : code = "" code += "def lindblad_terms(" if not matrix_form : code += "rho, " if code [ - 2 : ] == ", " : code = code [ : - 2 ] code += "):\n" # We initializ...
def get_user_action_sets ( self , user_action_set_id , version = 'v1.0' ) : """获取数据源信息 : param user _ action _ set _ id : 数据源唯一ID : param version : 版本号 v1.0"""
return self . _get ( 'user_action_sets/get' , params = { 'version' : version , 'user_action_set_id' : user_action_set_id } , result_processor = lambda x : x [ 'data' ] [ 'list' ] )
def pipe_fetchdata ( context = None , _INPUT = None , conf = None , ** kwargs ) : """A source that fetches and parses an XML or JSON file . Loopable . Parameters context : pipe2py . Context object _ INPUT : pipeforever pipe or an iterable of items or fields conf : { ' URL ' : { ' value ' : < url > } , '...
# todo : iCal and KML funcs = get_splits ( None , conf , ** cdicts ( opts , kwargs ) ) parsed = get_parsed ( _INPUT , funcs [ 0 ] ) results = starmap ( parse_result , parsed ) items = imap ( utils . gen_items , results ) _OUTPUT = utils . multiplex ( items ) return _OUTPUT
def unwrap ( self , message , signature ) : """[ MS - NLMP ] v28.0 2016-07-14 3.4.7 GSS _ UnwrapEx ( ) Emulates the GSS _ Unwrap ( ) implementation to unseal messages and verify the signature sent matches what has been computed locally . Will throw an Exception if the signature doesn ' t match @ param mes...
if self . negotiate_flags & NegotiateFlags . NTLMSSP_NEGOTIATE_SEAL : message = self . _unseal_message ( message ) self . _verify_signature ( message , signature ) elif self . negotiate_flags & NegotiateFlags . NTLMSSP_NEGOTIATE_SIGN : self . _verify_signature ( message , signature ) return message
def members ( self , is_manager = None ) : """Retrieve members of the scope . : param is _ manager : ( optional ) set to True to return only Scope members that are also managers . : type is _ manager : bool : return : List of members ( usernames ) Examples > > > members = project . members ( ) > > > man...
if not is_manager : return [ member for member in self . _json_data [ 'members' ] if member [ 'is_active' ] ] else : return [ member for member in self . _json_data [ 'members' ] if member . get ( 'is_active' , False ) and member . get ( 'is_manager' , False ) ]
def get_proxy_ticket_for ( self , service ) : """Verifies CAS 2.0 + XML - based authentication ticket . : param : service Returns username on success and None on failure ."""
if not settings . CAS_PROXY_CALLBACK : raise CasConfigException ( "No proxy callback set in settings" ) params = { 'pgt' : self . tgt , 'targetService' : service } url = ( urljoin ( settings . CAS_SERVER_URL , 'proxy' ) + '?' + urlencode ( params ) ) page = urlopen ( url ) try : response = page . read ( ) t...
def _create_tags ( ctx ) : "create all classes and put them in ctx"
for ( tag , info ) in _TAGS . items ( ) : class_name = tag . title ( ) quote_ , compact , self_closing , docs = info def __init__ ( self , * childs , ** attrs ) : TagBase . __init__ ( self , childs , attrs ) cls = type ( class_name , ( TagBase , ) , { "__doc__" : docs , "__init__" : __init__ } )...
def se_clearing_code_bank_info ( clearing : str ) -> ( str , int ) : """Returns Sweden bank info by clearning code . : param clearing : 4 - digit clearing code : return : ( Bank name , account digit count ) or ( ' ' , None ) if not found"""
from jutil . bank_const_se import SE_BANK_CLEARING_LIST for name , begin , end , acc_digits in SE_BANK_CLEARING_LIST : if begin <= clearing <= end : return name , acc_digits return '' , None
def build_ast_schema ( document_ast : DocumentNode , assume_valid : bool = False , assume_valid_sdl : bool = False , ) -> GraphQLSchema : """Build a GraphQL Schema from a given AST . This takes the ast of a schema document produced by the parse function in src / language / parser . py . If no schema definitio...
if not isinstance ( document_ast , DocumentNode ) : raise TypeError ( "Must provide a Document AST." ) if not ( assume_valid or assume_valid_sdl ) : from . . validation . validate import assert_valid_sdl assert_valid_sdl ( document_ast ) schema_def : Optional [ SchemaDefinitionNode ] = None type_defs : List...
def validate ( self , value , model_instance ) : """Check value is a valid JSON string , raise ValidationError on error ."""
if isinstance ( value , six . string_types ) : super ( JSONField , self ) . validate ( value , model_instance ) try : json . loads ( value ) except Exception as err : raise ValidationError ( str ( err ) )
def _storestr ( ins ) : """Stores a string value into a memory address . It copies content of 2nd operand ( string ) , into 1st , reallocating dynamic memory for the 1st str . These instruction DOES ALLOW inmediate strings for the 2nd parameter , starting with ' # ' . Must prepend ' # ' ( immediate sigil ) ...
op1 = ins . quad [ 1 ] indirect = op1 [ 0 ] == '*' if indirect : op1 = op1 [ 1 : ] immediate = op1 [ 0 ] == '#' if immediate and not indirect : raise InvalidIC ( 'storestr does not allow immediate destination' , ins . quad ) if not indirect : op1 = '#' + op1 tmp1 , tmp2 , output = _str_oper ( op1 , ins . qu...
def _compute_mean ( self , C , f0 , f1 , f2 , SC , mag , rrup , idxs , mean , scale_fac ) : """Compute mean value ( for a set of indexes ) without site amplification terms . This is equation ( 5 ) , p . 2191 , without S term ."""
mean [ idxs ] = ( C [ 'c1' ] + C [ 'c2' ] * mag + C [ 'c3' ] * ( mag ** 2 ) + ( C [ 'c4' ] + C [ 'c5' ] * mag ) * f1 [ idxs ] + ( C [ 'c6' ] + C [ 'c7' ] * mag ) * f2 [ idxs ] + ( C [ 'c8' ] + C [ 'c9' ] * mag ) * f0 [ idxs ] + C [ 'c10' ] * rrup [ idxs ] + self . _compute_stress_drop_adjustment ( SC , mag , scale_fac ...
def get_qemus ( self ) : """Get the maximum ID of the Qemu VMs : return : Maximum Qemu VM ID : rtype : int"""
qemu_vm_list = [ ] qemu_vm_max = None for node in self . nodes : if node [ 'type' ] == 'QemuVM' : qemu_vm_list . append ( node [ 'qemu_id' ] ) if len ( qemu_vm_list ) > 0 : qemu_vm_max = max ( qemu_vm_list ) return qemu_vm_max
def delete_custom_view ( auth , url , name ) : """function takes input of auth , url , and name and issues a RESTFUL call to delete a specific of custom views from HPE IMC . : param name : string containg the name of the desired custom view : param auth : requests auth object # usually auth . creds from auth ...
view_id = get_custom_views ( auth , url , name ) [ 0 ] [ 'symbolId' ] delete_custom_view_url = '/imcrs/plat/res/view/custom/' + str ( view_id ) f_url = url + delete_custom_view_url r = requests . delete ( f_url , auth = auth , headers = HEADERS ) # creates the URL using the payload variable as the contents try : if...
def iso_abundMulti ( self , cyclist , stable = False , amass_range = None , mass_range = None , ylim = [ 0 , 0 ] , ref = - 1 , decayed = False , include_title = False , title = None , pdf = False , color_plot = True , grid = False , point_set = 1 ) : '''Method that plots figures and saves those figures to a . png ...
max_num = max ( cyclist ) for i in range ( len ( cyclist ) ) : self . iso_abund ( cyclist [ i ] , stable , amass_range , mass_range , ylim , ref , decayed = decayed , show = False , color_plot = color_plot , grid = False , point_set = 1 , include_title = include_title ) if title != None : pl . title ( t...
def _compile_bus_injection ( self ) : """Impose injections on buses"""
string = '"""\n' for device , series in zip ( self . devices , self . series ) : if series : string += 'system.' + device + '.gcall(system.dae)\n' string += '\n' string += 'system.dae.reset_small_g()\n' string += self . gisland string += '"""' self . bus_injection = compile ( eval ( string ) , '' , 'exec' )