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def inspect_edge ( G : AnalysisGraph , source : str , target : str ) : """' Drill down ' into an edge in the analysis graph and inspect its provenance . This function prints the provenance . Args : source target"""
return create_statement_inspection_table ( G [ source ] [ target ] [ "InfluenceStatements" ] )
async def cancellable_wait ( self , * awaitables : Awaitable [ _R ] , timeout : float = None ) -> _R : """Wait for the first awaitable to complete , unless we timeout or the token is triggered . Returns the result of the first awaitable to complete . Raises TimeoutError if we timeout or ` ~ cancel _ token ....
futures = [ asyncio . ensure_future ( a , loop = self . loop ) for a in awaitables + ( self . wait ( ) , ) ] try : done , pending = await asyncio . wait ( futures , timeout = timeout , return_when = asyncio . FIRST_COMPLETED , loop = self . loop , ) except asyncio . futures . CancelledError : # Since we use return ...
def on_parent_exit ( signame ) : """Return a function to be run in a child process which will trigger SIGNAME to be sent when the parent process dies"""
signum = getattr ( signal , signame ) def set_parent_exit_signal ( ) : # http : / / linux . die . net / man / 2 / prctl result = cdll [ 'libc.so.6' ] . prctl ( PR_SET_PDEATHSIG , signum ) if result != 0 : raise PrCtlError ( 'prctl failed with error code %s' % result ) return set_parent_exit_signal
def run_workload ( database , keys , parameters ) : """Runs workload against the database ."""
total_weight = 0.0 weights = [ ] operations = [ ] latencies_ms = { } for operation in OPERATIONS : weight = float ( parameters [ operation ] ) if weight <= 0.0 : continue total_weight += weight op_code = operation . split ( 'proportion' ) [ 0 ] operations . append ( op_code ) weights . a...
def a ( self , ** kwargs ) : '''Returns the lattice parameter , a , in Angstroms at a given temperature , ` T ` , in Kelvin ( default : 300 K ) .'''
T = kwargs . get ( 'T' , 300. ) return ( self . a_300K ( ** kwargs ) + self . thermal_expansion ( ** kwargs ) * ( T - 300. ) )
def files_info ( self , area_uuid , file_list ) : """Get information about files : param str area _ uuid : A RFC4122 - compliant ID for the upload area : param list file _ list : The names the files in the Upload Area about which we want information : return : an array of file information dicts : rtype : li...
path = "/area/{uuid}/files_info" . format ( uuid = area_uuid ) file_list = [ urlparse . quote ( filename ) for filename in file_list ] response = self . _make_request ( 'put' , path = path , json = file_list ) return response . json ( )
def unlock ( self , session ) : """Relinquishes a lock for the specified resource . Corresponds to viUnlock function of the VISA library . : param session : Unique logical identifier to a session . : return : return value of the library call . : rtype : : class : ` pyvisa . constants . StatusCode `"""
try : sess = self . sessions [ session ] except KeyError : return StatusCode . error_invalid_object return sess . unlock ( )
def haversine ( px , py , r = r_mm ) : '''Calculate the haversine distance between two points defined by ( lat , lon ) tuples . Args : px ( ( float , float ) ) : lat / long position 1 py ( ( float , float ) ) : lat / long position 2 r ( float ) : Radius of sphere Returns : ( int ) : Distance in mm .''...
lat1 , lon1 = px lat2 , lon2 = py dlat = math . radians ( lat2 - lat1 ) dlon = math . radians ( lon2 - lon1 ) lat1 = math . radians ( lat1 ) lat2 = math . radians ( lat2 ) a = math . sin ( dlat / 2 ) ** 2 + math . cos ( lat1 ) * math . cos ( lat2 ) * math . sin ( dlon / 2 ) ** 2 c = 2 * math . asin ( math . sqrt ( a ) ...
def get_results ( self , ** kwargs ) : """Returns : class : ` NodeResults ` instance . Subclasses should extend this method ( if needed ) by adding specialized code that performs some kind of post - processing ."""
# Check whether the process completed . if self . returncode is None : raise self . Error ( "return code is None, you should call wait, communicate or poll" ) if self . status is None or self . status < self . S_DONE : raise self . Error ( "Task is not completed" ) return self . Results . from_node ( self )
def get_authorize_url ( self , ** params ) : '''Returns a formatted authorize URL . : param \ * \ * params : Additional keyworded arguments to be added to the request querystring . : type \ * \ * params : dict'''
params = self . session_obj . sign ( self . authorize_url , self . app_id , self . app_secret , ** params ) return self . authorize_url + '?' + params
def alterar ( self , id_tipo_acesso , protocolo ) : """Edit access type by its identifier . : param id _ tipo _ acesso : Access type identifier . : param protocolo : Protocol . : return : None : raise ProtocoloTipoAcessoDuplicadoError : Protocol already exists . : raise InvalidParameterError : Protocol va...
if not is_valid_int_param ( id_tipo_acesso ) : raise InvalidParameterError ( u'Access type id is invalid or was not informed.' ) tipo_acesso_map = dict ( ) tipo_acesso_map [ 'protocolo' ] = protocolo url = 'tipoacesso/' + str ( id_tipo_acesso ) + '/' code , xml = self . submit ( { 'tipo_acesso' : tipo_acesso_map } ...
def drp_load ( package , resource , confclass = None ) : """Load the DRPS from a resource file ."""
data = pkgutil . get_data ( package , resource ) return drp_load_data ( package , data , confclass = confclass )
def block_splitter ( self , sources , weight = get_weight , key = lambda src : 1 ) : """: param sources : a list of sources : param weight : a weight function ( default . weight ) : param key : None or ' src _ group _ id ' : returns : an iterator over blocks of sources"""
ct = self . oqparam . concurrent_tasks or 1 maxweight = self . csm . get_maxweight ( weight , ct , source . MINWEIGHT ) if not hasattr ( self , 'logged' ) : if maxweight == source . MINWEIGHT : logging . info ( 'Using minweight=%d' , source . MINWEIGHT ) else : logging . info ( 'Using maxweight=...
def maximum_weighted_independent_set_qubo ( G , weight = None , lagrange = 2.0 ) : """Return the QUBO with ground states corresponding to a maximum weighted independent set . Parameters G : NetworkX graph weight : string , optional ( default None ) If None , every node has equal weight . If a string , use t...
# empty QUBO for an empty graph if not G : return { } # We assume that the sampler can handle an unstructured QUBO problem , so let ' s set one up . # Let us define the largest independent set to be S . # For each node n in the graph , we assign a boolean variable v _ n , where v _ n = 1 when n # is in S and v _ n ...
def _merge_wf_outputs ( new , cur , parallel ) : """Merge outputs for a sub - workflow , replacing variables changed in later steps . ignore _ ids are those used internally in a sub - workflow but not exposed to subsequent steps"""
new_ids = set ( [ ] ) out = [ ] for v in new : outv = { } outv [ "source" ] = v [ "id" ] outv [ "id" ] = "%s" % get_base_id ( v [ "id" ] ) outv [ "type" ] = v [ "type" ] if "secondaryFiles" in v : outv [ "secondaryFiles" ] = v [ "secondaryFiles" ] if tz . get_in ( [ "outputBinding" , "se...
def as_svg_data_uri ( matrix , version , scale = 1 , border = None , color = '#000' , background = None , xmldecl = False , svgns = True , title = None , desc = None , svgid = None , svgclass = 'segno' , lineclass = 'qrline' , omitsize = False , unit = '' , encoding = 'utf-8' , svgversion = None , nl = False , encode_m...
encode = partial ( quote , safe = b"" ) if not encode_minimal else partial ( quote , safe = b" :/='" ) buff = io . BytesIO ( ) write_svg ( matrix , version , buff , scale = scale , color = color , background = background , border = border , xmldecl = xmldecl , svgns = svgns , title = title , desc = desc , svgclass = sv...
def to_text_format ( self ) : '''Format as detached DNS information as text .'''
return '\n' . join ( itertools . chain ( ( self . fetch_date . strftime ( '%Y%m%d%H%M%S' ) , ) , ( rr . to_text ( ) for rr in self . resource_records ) , ( ) , ) )
def load_factory ( name , directory , configuration = None ) : """Load a factory and have it initialize in a particular directory : param name : the name of the plugin to load : param directory : the directory where the factory will reside : return :"""
for entry_point in pkg_resources . iter_entry_points ( ENTRY_POINT ) : if entry_point . name == name : factory_class = entry_point . load ( require = False ) return factory_class ( directory , configuration ) raise KeyError
def convert_md_to_rst ( md_path , rst_temp_path ) : """Convert the contents of a file from Markdown to reStructuredText . Returns the converted text as a Unicode string . Arguments : md _ path : a path to a UTF - 8 encoded Markdown file to convert . rst _ temp _ path : a temporary path to which to write the...
# Pandoc uses the UTF - 8 character encoding for both input and output . command = "pandoc --write=rst --output=%s %s" % ( rst_temp_path , md_path ) print ( "converting with pandoc: %s to %s\n-->%s" % ( md_path , rst_temp_path , command ) ) if os . path . exists ( rst_temp_path ) : os . remove ( rst_temp_path ) os ...
def clearcal ( vis , weightonly = False ) : """Fill the imaging and calibration columns ( ` ` MODEL _ DATA ` ` , ` ` CORRECTED _ DATA ` ` , ` ` IMAGING _ WEIGHT ` ` ) of each measurement set with default values , creating the columns if necessary . vis ( string ) Path to the input measurement set weighton...
tb = util . tools . table ( ) cb = util . tools . calibrater ( ) # cb . open ( ) will create the tables if they ' re not present , so # if that ' s the case , we don ' t actually need to run initcalset ( ) tb . open ( b ( vis ) , nomodify = False ) colnames = tb . colnames ( ) needinit = ( 'MODEL_DATA' in colnames ) or...
def refresh_frozen_cell ( self , key ) : """Refreshes a frozen cell"""
code = self . grid . code_array ( key ) result = self . grid . code_array . _eval_cell ( key , code ) self . grid . code_array . frozen_cache [ repr ( key ) ] = result
def apply_path ( self , repo ) : """Set path to where the repo is and return original path"""
try : # rewrite repo for consistency if repo . endswith ( '.git' ) : repo = repo . split ( '.git' ) [ 0 ] # get org and repo name and path repo will be cloned to org , name = repo . split ( '/' ) [ - 2 : ] path = join ( self . plugins_dir , org , name ) # save current path cwd = getcwd (...
def drop_constraints ( quiet = True , stdout = None ) : """Discover and drop all constraints . : type : bool : return : None"""
results , meta = db . cypher_query ( "CALL db.constraints()" ) pattern = re . compile ( ':(.*) \).*\.(\w*)' ) for constraint in results : db . cypher_query ( 'DROP ' + constraint [ 0 ] ) match = pattern . search ( constraint [ 0 ] ) stdout . write ( ''' - Droping unique constraint and index on label {0} wit...
def relabeled ( self , label , new_label ) : """Return a new table with ` ` label ` ` specifying column label ( s ) replaced by corresponding ` ` new _ label ` ` . Args : ` ` label ` ` - - ( str or array of str ) The label ( s ) of columns to be changed . ` ` new _ label ` ` - - ( str or array of str ) : ...
copy = self . copy ( ) copy . relabel ( label , new_label ) return copy
def replace_vertex_references ( self , mask ) : """Replace the vertex index references in every entity . Parameters mask : ( len ( self . vertices ) , ) int Contains new vertex indexes Alters entity . points in self . entities Replaced by mask [ entity . points ]"""
for entity in self . entities : entity . points = mask [ entity . points ]
def generate_files ( path = '' , ext = '' , level = None , dirs = False , files = True , verbosity = 0 ) : """Recursively generate files ( and thier stats ) in the indicated directory Filter by the indicated file name extension ( ext ) Args : path ( str ) : Root / base path to search . ext ( str ) : File na...
path = path or './' ext = str ( ext ) . lower ( ) for dir_path , dir_names , filenames in walk_level ( path , level = level ) : if verbosity > 0 : print ( 'Checking path "{}"' . format ( dir_path ) ) if files : for fn in filenames : # itertools . chain ( filenames , dir _ names ) if ...
def _callable_func ( self , func , axis , * args , ** kwargs ) : """Apply callable functions across given axis . Args : func : The functions to apply . axis : Target axis to apply the function along . Returns : A new PandasQueryCompiler ."""
def callable_apply_builder ( df , axis = 0 ) : if not axis : df . index = index df . columns = pandas . RangeIndex ( len ( df . columns ) ) else : df . columns = index df . index = pandas . RangeIndex ( len ( df . index ) ) result = df . apply ( func , axis = axis , * args , ...
def vagalume ( song ) : """Returns the lyrics found in vagalume . com . br for the specified mp3 file or an empty string if not found ."""
translate = { '@' : 'a' , URLESCAPE : '' , ' ' : '-' } artist = song . artist . lower ( ) artist = normalize ( artist , translate ) artist = re . sub ( r'\-{2,}' , '-' , artist ) title = song . title . lower ( ) title = normalize ( title , translate ) title = re . sub ( r'\-{2,}' , '-' , title ) url = 'https://www.vaga...
def packages ( self ) : """Property for accessing : class : ` PackageManager ` instance , which is used to manage packages . : rtype : yagocd . resources . package . PackageManager"""
if self . _package_manager is None : self . _package_manager = PackageManager ( session = self . _session ) return self . _package_manager
def with_extrapolation ( points , noise , n_points ) : """Smooths a set of points , but it extrapolates some points at the beginning Args : points ( : obj : ` list ` of : obj : ` Point ` ) noise ( float ) : Expected noise , the higher it is the more the path will be smoothed . Returns : : obj : ` list `...
n_points = 10 return kalman_filter ( extrapolate_points ( points , n_points ) + points , noise ) [ n_points : ]
def load_data ( cr , module_name , filename , idref = None , mode = 'init' ) : """Load an xml , csv or yml data file from your post script . The usual case for this is the occurrence of newly added essential or useful data in the module that is marked with " noupdate = ' 1 ' " and without " forcecreate = ' 1 ...
if idref is None : idref = { } logger . info ( '%s: loading %s' % ( module_name , filename ) ) _ , ext = os . path . splitext ( filename ) pathname = os . path . join ( module_name , filename ) fp = tools . file_open ( pathname ) try : if ext == '.csv' : noupdate = True tools . convert_csv_impor...
def get_sticky ( self , subreddit , bottom = False ) : """Return a Submission object for the sticky of the subreddit . : param bottom : Get the top or bottom sticky . If the subreddit has only a single sticky , it is considered the top one ."""
url = self . config [ 'sticky' ] . format ( subreddit = six . text_type ( subreddit ) ) param = { 'num' : 2 } if bottom else None return objects . Submission . from_json ( self . request_json ( url , params = param ) )
def remove_parenthesis_around_tz ( cls , timestr ) : """get rid of parenthesis around timezone : ( GMT ) = > GMT : return : the new string if parenthesis were found , ` None ` otherwise"""
parenthesis = cls . TIMEZONE_PARENTHESIS . match ( timestr ) if parenthesis is not None : return parenthesis . group ( 1 )
def _dspace ( irez , d2201 , d2211 , d3210 , d3222 , d4410 , d4422 , d5220 , d5232 , d5421 , d5433 , dedt , del1 , del2 , del3 , didt , dmdt , dnodt , domdt , argpo , argpdot , t , tc , gsto , xfact , xlamo , no , atime , em , argpm , inclm , xli , mm , xni , nodem , nm , ) : fasx2 = 0.13130908 ; fasx4 = 2.8843...
ft = 0.0 ; if irez != 0 : # sgp4fix streamline check if atime == 0.0 or t * atime <= 0.0 or fabs ( t ) < fabs ( atime ) : atime = 0.0 ; xni = no ; xli = xlamo ; # sgp4fix move check outside loop if t > 0.0 : delt = stepp ; else : delt = stepn ; iretn = 381 ; ...
def zincrby ( self , name , value , amount = 1 ) : """Increment the score of the item by ` value ` : param name : str the name of the redis key : param value : : param amount : : return :"""
with self . pipe as pipe : return pipe . zincrby ( self . redis_key ( name ) , value = self . valueparse . encode ( value ) , amount = amount )
def typed_encode ( value , sub_schema , path , net_new_properties , buffer ) : """: param value : THE DATA STRUCTURE TO ENCODE : param sub _ schema : dict FROM PATH TO Column DESCRIBING THE TYPE : param path : list OF CURRENT PATH : param net _ new _ properties : list FOR ADDING NEW PROPERTIES NOT FOUND IN su...
try : # from jx _ base import Column if sub_schema . __class__ . __name__ == 'Column' : value_json_type = python_type_to_json_type [ value . __class__ ] column_json_type = es_type_to_json_type [ sub_schema . es_type ] if value_json_type == column_json_type : pass # ok...
def space_events ( lon = None , lat = None , limit = None , date = None ) : '''lat & lon expect decimal latitude and longitude values . ( Required ) elevation assumes meters . ( Optional ) limit assumes an integer . Default is 5 . ( Optional ) date expects an ISO 8601 formatted date . ( Optional )'''
base_url = 'http://api.predictthesky.org/?' if not lon or not lat : raise ValueError ( "space_events endpoint expects lat and lon, type has to be float. Call the method with keyword args. Ex : lon=100.75, lat=1.5" ) else : try : validate_float ( lon , lat ) # Floats are entered / displayed as de...
def work ( ) : """Implement a worker for write - math . com ."""
global n cmd = utils . get_project_configuration ( ) if 'worker_api_key' not in cmd : return ( "You need to define a 'worker_api_key' in your ~/" ) chunk_size = 1000 logging . info ( "Start working with n=%i" , n ) for _ in range ( chunk_size ) : # contact the write - math server and get something to classify u...
def v_unique_name_defintions ( ctx , stmt ) : """Make sure that all top - level definitions in a module are unique"""
defs = [ ( 'typedef' , 'TYPE_ALREADY_DEFINED' , stmt . i_typedefs ) , ( 'grouping' , 'GROUPING_ALREADY_DEFINED' , stmt . i_groupings ) ] def f ( s ) : for ( keyword , errcode , dict ) in defs : if s . keyword == keyword and s . arg in dict : err_add ( ctx . errors , dict [ s . arg ] . pos , errc...
def clear_caches ( self ) : """Clear the mice and repertoire caches ."""
self . _single_node_repertoire_cache . clear ( ) self . _repertoire_cache . clear ( ) self . _mice_cache . clear ( )
def inc_convert ( self , value ) : """Default converter for the inc : / / protocol ."""
if not os . path . isabs ( value ) : value = os . path . join ( self . base , value ) with codecs . open ( value , 'r' , encoding = 'utf-8' ) as f : result = json . load ( f ) return result
def class_balance ( y_train , y_test = None , ax = None , labels = None , ** kwargs ) : """Quick method : One of the biggest challenges for classification models is an imbalance of classes in the training data . This function vizualizes the relationship of the support for each class in both the training and t...
# Instantiate the visualizer visualizer = ClassBalance ( ax = ax , labels = labels , ** kwargs ) # Fit and transform the visualizer ( calls draw ) visualizer . fit ( y_train , y_test ) visualizer . finalize ( ) # Return the axes object on the visualizer return visualizer . ax
def render ( genshi_data , saltenv = 'base' , sls = '' , method = 'xml' , ** kws ) : '''Render a Genshi template . A method should be passed in as part of the kwargs . If no method is passed in , xml is assumed . Valid methods are : . . code - block : - xml - xhtml - html - text - newtext - oldtext ...
if not HAS_LIBS : return { } if not isinstance ( genshi_data , six . string_types ) : genshi_data = genshi_data . read ( ) if genshi_data . startswith ( '#!' ) : genshi_data = genshi_data [ ( genshi_data . find ( '\n' ) + 1 ) : ] if not genshi_data . strip ( ) : return { } if method == 'text' or method ...
def _calc_taub ( w , aod700 , p ) : """Calculate the taub coefficient"""
p0 = 101325. tb1 = 1.82 + 0.056 * np . log ( w ) + 0.0071 * np . log ( w ) ** 2 tb0 = 0.33 + 0.045 * np . log ( w ) + 0.0096 * np . log ( w ) ** 2 tbp = 0.0089 * w + 0.13 taub = tb1 * aod700 + tb0 + tbp * np . log ( p / p0 ) return taub
def checkArgs ( args ) : """Checks the arguments and options . : param args : an object containing the options of the program . : type args : argparse . Namespace : returns : ` ` True ` ` if everything was OK . If there is a problem with an option , an exception is raised using the : py : class : ` Progra...
# Check the input files if not args . is_bfile and not args . is_tfile and not args . is_file : msg = "needs one input file type (--is-bfile, --is-tfile or --is-file)" raise ProgramError ( msg ) if args . is_bfile and not args . is_tfile and not args . is_file : for fileName in [ args . ifile + i for i in [...
def filter_by_moys ( self , moys ) : """Filter the Data Collection based on a list of minutes of the year . Args : moys : A List of minutes of the year [ 0 . . 8759 * 60] Return : A new Data Collection with filtered data"""
t_s = 60 / self . header . analysis_period . timestep st_ind = self . header . analysis_period . st_time . moy / t_s if self . header . analysis_period . is_reversed is False : _filt_indices = [ int ( moy / t_s - st_ind ) for moy in moys ] else : if self . header . analysis_period . is_leap_year is False : ...
def search_data_std ( Channel , RunNos , RepeatNos , directoryPath = '.' ) : """Lets you find multiple datasets at once assuming they have a filename which contains a pattern of the form : CH < ChannelNo > _ RUN00 . . . < RunNo > _ REPEAT00 . . . < RepeatNo > Parameters Channel : int The channel you want ...
files = glob ( '{}/*' . format ( directoryPath ) ) files_CorrectChannel = [ ] for file_ in files : if 'CH{}' . format ( Channel ) in file_ : files_CorrectChannel . append ( file_ ) files_CorrectRunNo = [ ] for RunNo in RunNos : files_match = _fnmatch . filter ( files_CorrectChannel , '*RUN*0{}_*' . form...
def rsky_lhood ( self , rsky , ** kwargs ) : """Evaluates Rsky likelihood at provided position ( s ) : param rsky : position : param * * kwargs : Keyword arguments passed to : func : ` BinaryPopulation . rsky _ distribution `"""
dist = self . rsky_distribution ( ** kwargs ) return dist ( rsky )
def block ( self , tofile = "block.dat" ) : '''获取证券板块信息 : param tofile : : return : pd . dataFrame or None'''
with self . client . connect ( * self . bestip ) : data = self . client . get_and_parse_block_info ( tofile ) return self . client . to_df ( data )
def get_value ( self , expression ) : """Return value of expression ."""
self . _check_valid ( ) return super ( Result , self ) . get_value ( expression )
def _get_restore_function ( self ) : """Return the binary function for restoring terminal attributes . : return : function ( signal , frame ) = > None :"""
if os . name == 'nt' or not self . getch_enabled : return lambda signal , frame : None try : fd = self . stdin . fileno ( ) initial = termios . tcgetattr ( fd ) except termios . error : return lambda signal , frame : None return lambda signal , frame : termios . tcsetattr ( fd , termios . TCSADRAIN , in...
def check_password ( cls , instance , raw_password , enable_hash_migration = True ) : """checks string with users password hash using password manager : param instance : : param raw _ password : : param enable _ hash _ migration : if legacy hashes should be migrated : return :"""
verified , replacement_hash = instance . passwordmanager . verify_and_update ( raw_password , instance . user_password ) if enable_hash_migration and replacement_hash : if six . PY2 : instance . user_password = replacement_hash . decode ( "utf8" ) else : instance . user_password = replacement_ha...
def match ( self , package ) : """Match ` ` package ` ` with the requirement . : param package : Package to test with the requirement . : type package : package expression string or : class : ` Package ` : returns : ` ` True ` ` if ` ` package ` ` satisfies the requirement . : rtype : bool"""
if isinstance ( package , basestring ) : from . packages import Package package = Package . parse ( package ) if self . name != package . name : return False if self . version_constraints and package . version not in self . version_constraints : return False if self . build_options : if package . bu...
def l2traceroute_input_protocolType_IP_l4protocol ( self , ** kwargs ) : """Auto Generated Code"""
config = ET . Element ( "config" ) l2traceroute = ET . Element ( "l2traceroute" ) config = l2traceroute input = ET . SubElement ( l2traceroute , "input" ) protocolType = ET . SubElement ( input , "protocolType" ) IP = ET . SubElement ( protocolType , "IP" ) l4protocol = ET . SubElement ( IP , "l4protocol" ) l4protocol ...
def start ( config , bugnumber = "" ) : """Create a new topic branch ."""
repo = config . repo if bugnumber : summary , bugnumber , url = get_summary ( config , bugnumber ) else : url = None summary = None if summary : summary = input ( 'Summary ["{}"]: ' . format ( summary ) ) . strip ( ) or summary else : summary = input ( "Summary: " ) . strip ( ) branch_name = "" if b...
def parse_resources ( self , resources ) : """Parses and sets resources in the model using a factory ."""
self . resources = { } resource_factory = ResourceFactory ( ) for res_id , res_value in resources . items ( ) : r = resource_factory . create_resource ( res_id , res_value ) if r : if r . resource_type in self . resources : self . resources [ r . resource_type ] . append ( r ) else :...
def _init_from_dict ( self , model_dict ) : """Initiate self from a model _ dict to make sure attributes such as vars , params are available . Creates lists of alphabetically sorted independent vars , dependent vars , sigma vars , and parameters . Finally it creates a signature for this model so it can be calle...
sort_func = lambda symbol : symbol . name self . model_dict = OrderedDict ( sorted ( model_dict . items ( ) , key = lambda i : sort_func ( i [ 0 ] ) ) ) # Everything at the bottom of the toposort is independent , at the top # dependent , and the rest interdependent . ordered = list ( toposort ( self . connectivity_mapp...
def hash_of_signed_transaction ( txn_obj ) : '''Regenerate the hash of the signed transaction object . 1 . Infer the chain ID from the signature 2 . Strip out signature from transaction 3 . Annotate the transaction with that ID , if available 4 . Take the hash of the serialized , unsigned , chain - aware tr...
( chain_id , _v ) = extract_chain_id ( txn_obj . v ) unsigned_parts = strip_signature ( txn_obj ) if chain_id is None : signable_transaction = UnsignedTransaction ( * unsigned_parts ) else : extended_transaction = unsigned_parts + [ chain_id , 0 , 0 ] signable_transaction = ChainAwareUnsignedTransaction ( *...
def get_yield_stress ( self , n ) : """Gets the yield stress for a given direction Args : n ( 3x1 array - like ) : direction for which to find the yield stress"""
# TODO : root finding could be more robust comp = root ( self . get_stability_criteria , - 1 , args = n ) tens = root ( self . get_stability_criteria , 1 , args = n ) return ( comp . x , tens . x )
def _recv_guess ( self , value ) : """Take the binary spew and try to make it into a float or integer . If that can ' t be done , return a string . Note : this is generally a bad idea , as values can be seriously mangled by going from float - > string - > float . You ' ll generally be better off using a for...
if self . give_warnings : w = "Warning: Guessing input format for {}. This can give wildly incorrect values. Consider specifying a format and sending binary data." . format ( value ) warnings . warn ( w , Warning ) tmp_value = value . decode ( ) try : float ( tmp_value ) if len ( tmp_value . split ( "."...
def substitute_namespace_into_graph ( self , graph ) : """Creates a graph from the local namespace of the code ( to be used after the execution of the code ) : param graph : The graph to use as a recipient of the namespace : return : the updated graph"""
for key , value in self . namespace . items ( ) : try : nodes = graph . vs . select ( name = key ) for node in nodes : for k , v in value . items ( ) : node [ k ] = v except : pass try : nodes = graph . es . select ( name = key ) for node i...
def enable_audit_device ( self , device_type , description = None , options = None , path = None ) : """Enable a new audit device at the supplied path . The path can be a single word name or a more complex , nested path . Supported methods : PUT : / sys / audit / { path } . Produces : 204 ( empty body ) : p...
if path is None : path = device_type params = { 'type' : device_type , 'description' : description , 'options' : options , } api_path = '/v1/sys/audit/{path}' . format ( path = path ) return self . _adapter . post ( url = api_path , json = params )
def setimdi ( self , node ) : # OBSOLETE """OBSOLETE"""
ns = { 'imdi' : 'http://www.mpi.nl/IMDI/Schema/IMDI' } self . metadatatype = MetaDataType . IMDI if LXE : self . metadata = ElementTree . tostring ( node , xml_declaration = False , pretty_print = True , encoding = 'utf-8' ) else : self . metadata = ElementTree . tostring ( node , encoding = 'utf-8' ) n = node ...
def decode_token ( self , token , key , algorithms = None , ** kwargs ) : """A JSON Web Key ( JWK ) is a JavaScript Object Notation ( JSON ) data structure that represents a cryptographic key . This specification also defines a JWK Set JSON data structure that represents a set of JWKs . Cryptographic algorith...
return jwt . decode ( token , key , audience = kwargs . pop ( 'audience' , None ) or self . _client_id , algorithms = algorithms or [ 'RS256' ] , ** kwargs )
def set_monitor_timeout ( timeout , power = 'ac' , scheme = None ) : '''Set the monitor timeout in minutes for the given power scheme Args : timeout ( int ) : The amount of time in minutes before the monitor will timeout power ( str ) : Set the value for AC or DC power . Default is ` ` ac ` ` . Valid opti...
return _set_powercfg_value ( scheme = scheme , sub_group = 'SUB_VIDEO' , setting_guid = 'VIDEOIDLE' , power = power , value = timeout )
def has_parent_group ( self , group ) : """Retuns whether the object is a child of the : obj : ` Group ` ` ` group ` `"""
if isinstance ( group , str ) : return self . _has_parent_group_by_name ( group ) else : return self . _has_parent_group_by_object ( group )
def update ( self , resource , rid , updates ) : """Updates the resource with id ' rid ' with the given updates dictionary ."""
if resource [ - 1 ] != '/' : resource += '/' resource += str ( rid ) return self . put ( resource , data = updates )
def _make_ntgrid ( grid ) : """make a named tuple grid [ [ " " , " a b " , " b c " , " c d " ] , [ " x y " , 1 , 2 , 3 ] , [ " y z " , 4 , 5 , 6 ] , [ " z z " , 7 , 8 , 9 ] , ] will return ntcol ( x _ y = ntrow ( a _ b = 1 , b _ c = 2 , c _ d = 3 ) , y _ z = ntrow ( a _ b = 4 , b _ c = 5 , c _ d = 6 )...
hnames = [ _nospace ( n ) for n in grid [ 0 ] [ 1 : ] ] vnames = [ _nospace ( row [ 0 ] ) for row in grid [ 1 : ] ] vnames_s = " " . join ( vnames ) hnames_s = " " . join ( hnames ) ntcol = collections . namedtuple ( 'ntcol' , vnames_s ) ntrow = collections . namedtuple ( 'ntrow' , hnames_s ) rdict = [ dict ( list ( zi...
def is_all_field_none ( self ) : """: rtype : bool"""
if self . _id_ is not None : return False if self . _created is not None : return False if self . _updated is not None : return False if self . _attachment is not None : return False return True
def get_label ( self , lang = None ) : """Return label for given lang or any default : param lang : Language to request : return : Label value : rtype : Literal"""
x = None if lang is None : for obj in self . graph . objects ( self . asNode ( ) , RDFS . label ) : return obj for obj in self . graph . objects ( self . asNode ( ) , RDFS . label ) : x = obj if x . language == lang : return x return x
def _confused_state ( self , request : Request ) -> Type [ BaseState ] : """If we ' re confused , find which state to call ."""
origin = request . register . get ( Register . STATE ) if origin in self . _allowed_states : try : return import_class ( origin ) except ( AttributeError , ImportError ) : pass return import_class ( settings . DEFAULT_STATE )
def output_file ( filename , title = "Bokeh Plot" , mode = "cdn" , root_dir = None ) : '''Configure the default output state to generate output saved to a file when : func : ` show ` is called . Does not change the current ` ` Document ` ` from ` ` curdoc ( ) ` ` . File and notebook output may be active at th...
curstate ( ) . output_file ( filename , title = title , mode = mode , root_dir = root_dir )
def string_format ( msg , method ) : """Format a string ( upper , lower , formal , sentence ) . : param str msg : The user ' s message . : param str method : One of ` ` uppercase ` ` , ` ` lowercase ` ` , ` ` sentence ` ` or ` ` formal ` ` . : return str : The reformatted string ."""
if method == "uppercase" : return msg . upper ( ) elif method == "lowercase" : return msg . lower ( ) elif method == "sentence" : return msg . capitalize ( ) elif method == "formal" : return string . capwords ( msg )
def _deserialize ( self , value , attr , obj ) : """Deserialize value as a Unix timestamp ( in float seconds ) . Handle both numeric and UTC isoformat strings ."""
if value is None : return None try : return float ( value ) except ValueError : parsed = parser . parse ( value ) if parsed . tzinfo : if parsed . utcoffset ( ) . total_seconds ( ) : raise ValidationError ( "Timestamps must be defined in UTC" ) parsed = parsed . replace ( tzi...
def Prod ( a , axis , keep_dims ) : """Prod reduction op ."""
return np . prod ( a , axis = axis if not isinstance ( axis , np . ndarray ) else tuple ( axis ) , keepdims = keep_dims ) ,
def convert2wavenumber ( self ) : """Convert from wavelengths to wavenumber"""
for chname in self . rsr . keys ( ) : elems = [ k for k in self . rsr [ chname ] . keys ( ) ] for sat in elems : if sat == "wavelength" : LOG . debug ( "Get the wavenumber from the wavelength: sat=%s chname=%s" , sat , chname ) wnum = 1. / ( 1e-4 * self . rsr [ chname ] [ sat ] [...
def read_xml ( cls , url , markup , game , players ) : """read xml object : param url : contents url : param markup : markup provider : param game : MLBAM Game object : param players : MLBAM Players object : return : pitchpx . game . game . Game object"""
innings = Inning ( game , players ) base_url = "" . join ( [ url , cls . DIRECTORY ] ) # hit location data hit_location = cls . _read_hit_chart_data ( MlbamUtil . find_xml ( '/' . join ( [ base_url , cls . FILENAME_INNING_HIT ] ) , markup ) ) # create for atbat & pitch data for inning in MlbamUtil . find_xml_all ( base...
def send ( self , url , data , headers ) : """Spawn an async request to a remote webserver ."""
eventlet . spawn ( self . _send_payload , ( url , data , headers ) )
def _dichFind ( self , needle , currHaystack , offset , lst = None ) : """dichotomic search , if lst is None , will return the first position found . If it ' s a list , will return a list of all positions in lst . returns - 1 or [ ] if no match found"""
if len ( currHaystack ) == 1 : if ( offset <= ( len ( self ) - len ( needle ) ) ) and ( currHaystack [ 0 ] & needle [ 0 ] ) > 0 and ( self [ offset + len ( needle ) - 1 ] & needle [ - 1 ] ) > 0 : found = True for i in xrange ( 1 , len ( needle ) - 1 ) : if self [ offset + i ] & needle [ ...
def multi_encode ( self , message , masking_key = None , opcode = None , rsv1 = 0 , rsv2 = 0 , rsv3 = 0 , max_payload = 0 ) : '''Encode a ` ` message ` ` into several frames depending on size . Returns a generator of bytes to be sent over the wire .'''
max_payload = max ( 2 , max_payload or self . _max_payload ) opcode , masking_key , data = self . _info ( message , opcode , masking_key ) while data : if len ( data ) >= max_payload : chunk , data , fin = ( data [ : max_payload ] , data [ max_payload : ] , 0 ) else : chunk , data , fin = data ,...
def _get_dicts_from_redis ( self , name , index_name , redis_prefix , item ) : """Retrieve the data of an item from redis and put it in an index and data dictionary to match the common query interface ."""
r = self . _redis data_dict = { } data_index_dict = { } if redis_prefix is None : raise KeyError ( "redis_prefix is missing" ) if r . scard ( redis_prefix + index_name + str ( item ) ) > 0 : data_index_dict [ str ( item ) ] = r . smembers ( redis_prefix + index_name + str ( item ) ) for i in data_index_dict...
def query_keymap ( self ) : """Return a bit vector for the logical state of the keyboard , where each bit set to 1 indicates that the corresponding key is currently pressed down . The vector is represented as a list of 32 integers . List item N contains the bits for keys 8N to 8N + 7 with the least signific...
r = request . QueryKeymap ( display = self . display ) return r . map
def check_row ( state , index , missing_msg = None , expand_msg = None ) : """Zoom in on a particular row in the query result , by index . After zooming in on a row , which is represented as a single - row query result , you can use ` ` has _ equal _ value ( ) ` ` to verify whether all columns in the zoomed in ...
if missing_msg is None : missing_msg = "The system wants to verify row {{index + 1}} of your query result, but couldn't find it. Have another look." if expand_msg is None : expand_msg = "Have another look at row {{index + 1}} in your query result. " msg_kwargs = { "index" : index } # check that query returned s...
def set_path ( self , path , val ) : """Set the given value at the supplied path where path is either a tuple of strings or a string in A . B . C format ."""
path = tuple ( path . split ( '.' ) ) if isinstance ( path , str ) else tuple ( path ) disallowed = [ p for p in path if not type ( self ) . _sanitizer . allowable ( p ) ] if any ( disallowed ) : raise Exception ( "Attribute strings in path elements cannot be " "correctly escaped : %s" % ',' . join ( repr ( el ) fo...
def build_git_url ( self ) : """get build git url . : return : build git url or None if not found"""
# pylint : disable = len - as - condition if len ( self . dutinformation ) > 0 and ( self . dutinformation . get ( 0 ) . build is not None ) : return self . dutinformation . get ( 0 ) . build . giturl return None
def titleize ( word ) : """Capitalize all the words and replace some characters in the string to create a nicer looking title . : func : ` titleize ` is meant for creating pretty output . Examples : : > > > titleize ( " man from the boondocks " ) " Man From The Boondocks " > > > titleize ( " x - men : t...
return re . sub ( r"\b('?[a-z])" , lambda match : match . group ( 1 ) . capitalize ( ) , humanize ( underscore ( word ) ) )
def affine ( self , pixelbuffer = 0 ) : """Return an Affine object of tile . - pixelbuffer : tile buffer in pixels"""
return Affine ( self . pixel_x_size , 0 , self . bounds ( pixelbuffer ) . left , 0 , - self . pixel_y_size , self . bounds ( pixelbuffer ) . top )
def register_schema ( self , directory , path ) : """Register a json - schema . : param directory : root directory path . : param path : schema path , relative to the root directory ."""
self . schemas [ path ] = os . path . abspath ( directory )
def description ( self ) : '''Provide a description for each algorithm available , useful to print in ecc file'''
if 0 < self . algo <= 3 : return "Reed-Solomon with polynomials in Galois field of characteristic %i (2^%i) with generator=%s, prime poly=%s and first consecutive root=%s." % ( self . field_charac , self . c_exp , self . gen_nb , hex ( self . prim ) , self . fcr ) elif self . algo == 4 : return "Reed-Solomon wi...
def delete ( self ) : """Delete this table . For example : . . literalinclude : : snippets _ table . py : start - after : [ START bigtable _ delete _ table ] : end - before : [ END bigtable _ delete _ table ]"""
table_client = self . _instance . _client . table_admin_client table_client . delete_table ( name = self . name )
def pop ( self , key , default = None ) : """Get item from the dict and remove it . Return default if expired or does not exist . Never raise KeyError ."""
with self . lock : try : item = OrderedDict . __getitem__ ( self , key ) del self [ key ] return item [ 0 ] except KeyError : return default
def flush ( self ) : """Flush the write buffers of the stream if applicable and save the object on the cloud ."""
if self . _writable : with self . _seek_lock : buffer = self . _get_buffer ( ) # Flush that part of the file end = self . _seek start = end - len ( buffer ) # Clear buffer self . _write_buffer = bytearray ( ) # Flush content with handle_os_exceptions ( ) : ...
def occurrence_view ( request , event_pk , pk , template = 'swingtime/occurrence_detail.html' , form_class = forms . SingleOccurrenceForm ) : '''View a specific occurrence and optionally handle any updates . Context parameters : ` ` occurrence ` ` the occurrence object keyed by ` ` pk ` ` ` ` form ` ` a f...
occurrence = get_object_or_404 ( Occurrence , pk = pk , event__pk = event_pk ) if request . method == 'POST' : form = form_class ( request . POST , instance = occurrence ) if form . is_valid ( ) : form . save ( ) return http . HttpResponseRedirect ( request . path ) else : form = form_class ...
def get_tree ( cls , session = None , json = False , json_fields = None , query = None ) : """This method generate tree of current node table in dict or json format . You can make custom query with attribute ` ` query ` ` . By default it return all nodes in table . Args : session ( : mod : ` sqlalchemy . or...
# noqa tree = [ ] nodes_of_level = { } # handle custom query nodes = cls . _base_query ( session ) if query : nodes = query ( nodes ) nodes = cls . _base_order ( nodes ) . all ( ) # search minimal level of nodes . min_level = min ( [ node . level for node in nodes ] or [ None ] ) def get_node_id ( node ) : retu...
def set ( self , num ) : """Sets the current value equal to num"""
self . _value = coord . Angle ( num , unit = u . deg ) self . _variable . set ( self . as_string ( ) )
def set_options ( self , ** kwargs ) : """Set the options . Existing value will persist : param kwargs : : return :"""
options = self . options options . update ( kwargs ) self . update ( options = options )
def _send_http_request ( self , xml_request ) : """Send a request via HTTP protocol . Args : xml _ request - - A fully formed xml request string for the CPS . Returns : The raw xml response string ."""
headers = { "Host" : self . _host , "Content-Type" : "text/xml" , "Recipient" : self . _storage } try : # Retry once if failed in case the socket has just gone bad . self . _connection . request ( "POST" , self . _selector_url , xml_request , headers ) response = self . _connection . getresponse ( ) except ( ht...
def RybToRgb ( hue ) : '''Maps a hue on Itten ' s RYB color wheel to the standard RGB wheel . Parameters : : hue : The hue on Itten ' s RYB color wheel [ 0 . . . 360] Returns : An approximation of the corresponding hue on the standard RGB wheel . > > > Color . RybToRgb ( 15) 8.0'''
d = hue % 15 i = int ( hue / 15 ) x0 = _RgbWheel [ i ] x1 = _RgbWheel [ i + 1 ] return x0 + ( x1 - x0 ) * d / 15
def SaveResourceUsage ( self , status ) : """Method to tally resources ."""
user_cpu = status . cpu_time_used . user_cpu_time system_cpu = status . cpu_time_used . system_cpu_time self . rdf_flow . cpu_time_used . user_cpu_time += user_cpu self . rdf_flow . cpu_time_used . system_cpu_time += system_cpu self . rdf_flow . network_bytes_sent += status . network_bytes_sent if self . rdf_flow . cpu...
def ToDebugString ( self , indentation_level = 1 ) : """Converts the path filter scan tree node into a debug string . Args : indentation _ level : an integer containing the text indentation level . Returns : A string containing a debug representation of the path filter scan tree node ."""
indentation = ' ' * indentation_level text_parts = [ '{0:s}path segment index: {1:d}\n' . format ( indentation , self . path_segment_index ) ] for path_segment , scan_object in self . _path_segments . items ( ) : text_parts . append ( '{0:s}path segment: {1:s}\n' . format ( indentation , path_segment ) ) if is...