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def stream_fastq ( file_handler ) : '''Generator which gives all four lines if a fastq read as one string'''
next_element = '' for i , line in enumerate ( file_handler ) : next_element += line if i % 4 == 3 : yield next_element next_element = ''
def linear ( target , X , A1 = '' , A2 = '' ) : r"""Calculates the rate , as well as slope and intercept of the following function at the given value of ` X ` : . . math : : r = A _ { 1 } X + A _ { 2} Parameters A1 - > A2 : string The dictionary keys on the target object containing the coefficients va...
A = _parse_args ( target = target , key = A1 , default = 1.0 ) B = _parse_args ( target = target , key = A2 , default = 0.0 ) X = target [ X ] r = A * X + B S1 = A S2 = B values = { 'S1' : S1 , 'S2' : S2 , 'rate' : r } return values
def verify ( self ) : """Access the Verify Twilio Domain : returns : Verify Twilio Domain : rtype : twilio . rest . verify . Verify"""
if self . _verify is None : from twilio . rest . verify import Verify self . _verify = Verify ( self ) return self . _verify
def approx_min_num_components ( nodes , negative_edges ) : """Find approximate minimum number of connected components possible Each edge represents that two nodes must be separated This code doesn ' t solve the problem . The problem is NP - complete and reduces to minimum clique cover ( MCC ) . This is only a...
import utool as ut num = 0 g_neg = nx . Graph ( ) g_neg . add_nodes_from ( nodes ) g_neg . add_edges_from ( negative_edges ) # Collapse all nodes with degree 0 if nx . __version__ . startswith ( '2' ) : deg0_nodes = [ n for n , d in g_neg . degree ( ) if d == 0 ] else : deg0_nodes = [ n for n , d in g_neg . deg...
def check_sig ( self , other ) : """Check overlap insignificance with another spectrum . Also see : ref : ` pysynphot - command - checko ` . . . note : : Only use when : meth : ` check _ overlap ` returns " partial " . Parameters other : ` SourceSpectrum ` or ` SpectralElement ` The other spectrum . R...
swave = self . wave [ N . where ( self . throughput != 0 ) ] s1 , s2 = swave . min ( ) , swave . max ( ) owave = other . wave o1 , o2 = owave . min ( ) , owave . max ( ) lorange = sorted ( [ s1 , o1 ] ) hirange = sorted ( [ s2 , o2 ] ) # Get the full throughput total = self . integrate ( ) # Now get the other two piece...
def save_waypoints_csv ( self , filename ) : '''save waypoints to a file in a human readable CSV file'''
try : # need to remove the leading and trailing quotes in filename self . wploader . savecsv ( filename . strip ( '"' ) ) except Exception as msg : print ( "Failed to save %s - %s" % ( filename , msg ) ) return print ( "Saved %u waypoints to CSV %s" % ( self . wploader . count ( ) , filename ) )
def _get_neutron_endpoint ( cls , json_resp ) : """Parse the service catalog returned by the Identity API for an endpoint matching the Neutron service Sends a CRITICAL service check when none are found registered in the Catalog"""
valid_endpoint = cls . _get_valid_endpoint ( json_resp , 'neutron' , 'network' ) if valid_endpoint : return valid_endpoint raise MissingNeutronEndpoint ( )
def percentage_of_reoccurring_datapoints_to_all_datapoints ( x ) : """Returns the percentage of unique values , that are present in the time series more than once . len ( different values occurring more than once ) / len ( different values ) This means the percentage is normalized to the number of unique valu...
if len ( x ) == 0 : return np . nan unique , counts = np . unique ( x , return_counts = True ) if counts . shape [ 0 ] == 0 : return 0 return np . sum ( counts > 1 ) / float ( counts . shape [ 0 ] )
def write_csv ( graph , prefix ) : """Write ` ` graph ` ` as tables of nodes ( ` ` prefix - nodes . csv ` ` ) and edges ( ` ` prefix - edges . csv ` ` ) . Parameters graph : : ref : ` networkx . Graph < networkx : graph > ` prefix : str"""
node_headers = list ( set ( [ a for n , attrs in graph . nodes ( data = True ) for a in attrs . keys ( ) ] ) ) edge_headers = list ( set ( [ a for s , t , attrs in graph . edges ( data = True ) for a in attrs . keys ( ) ] ) ) value = lambda attrs , h : _recast_value ( attrs [ h ] ) if h in attrs else '' with open ( pre...
async def start ( self ) : """Initialize and start WebServer"""
logging . info ( 'Starting server, listening on %s.' , self . port ) runner = web . AppRunner ( self ) await runner . setup ( ) site = web . TCPSite ( runner , '' , self . port ) await site . start ( )
def movable_items ( self ) : """Filter selection Filter items of selection that cannot be moved ( i . e . are not instances of ` Item ` ) and return the rest ."""
view = self . view if self . _move_name_v : yield InMotion ( self . _item , view ) else : selected_items = set ( view . selected_items ) for item in selected_items : if not isinstance ( item , Item ) : continue yield InMotion ( item , view )
def writequery ( log , sqlQuery , dbConn , Force = False , manyValueList = False ) : """* Execute a MySQL write command given a sql query * * * Key Arguments : * * - ` ` sqlQuery ` ` - - the MySQL command to execute - ` ` dbConn ` ` - - the db connection - ` ` Force ` ` - - do not exit code if error occurs ...
log . debug ( 'starting the ``writequery`` function' ) import pymysql import warnings warnings . filterwarnings ( 'error' , category = pymysql . Warning ) message = "" try : cursor = dbConn . cursor ( pymysql . cursors . DictCursor ) except Exception as e : log . error ( 'could not create the database cursor.' ...
def get_linearoperator ( shape , A , timer = None ) : """Enhances aslinearoperator if A is None ."""
ret = None import scipy . sparse . linalg as scipylinalg if isinstance ( A , LinearOperator ) : ret = A elif A is None : ret = IdentityLinearOperator ( shape ) elif isinstance ( A , numpy . ndarray ) or isspmatrix ( A ) : ret = MatrixLinearOperator ( A ) elif isinstance ( A , numpy . matrix ) : ret = Ma...
def substitute ( P , x0 , x1 , V = 0 ) : """Substitute a variable in a polynomial array . Args : P ( Poly ) : Input data . x0 ( Poly , int ) : The variable to substitute . Indicated with either unit variable , e . g . ` x ` , ` y ` , ` z ` , etc . or through an integer matching the unit variables dimensio...
x0 , x1 = map ( Poly , [ x0 , x1 ] ) dim = np . max ( [ p . dim for p in [ P , x0 , x1 ] ] ) dtype = chaospy . poly . typing . dtyping ( P . dtype , x0 . dtype , x1 . dtype ) P , x0 , x1 = [ chaospy . poly . dimension . setdim ( p , dim ) for p in [ P , x0 , x1 ] ] if x0 . shape : x0 = [ x for x in x0 ] else : ...
def debug_complete ( ) : '''Debugging route for complete .'''
if not 'uniqueId' in request . args : raise ExperimentError ( 'improper_inputs' ) else : unique_id = request . args [ 'uniqueId' ] mode = request . args [ 'mode' ] try : user = Participant . query . filter ( Participant . uniqueid == unique_id ) . one ( ) user . status = COMPLETED ...
def trim_trailing_silence ( self ) : """Trim the trailing silences of the pianorolls of all tracks . Trailing silences are considered globally ."""
active_length = self . get_active_length ( ) for track in self . tracks : track . pianoroll = track . pianoroll [ : active_length ]
def action ( self , relationship ) : """Add a nested File Action ."""
action_obj = FileAction ( self . xid , relationship ) self . _children . append ( action_obj )
def load_lsa_information ( self ) : """Loads a dictionary from disk that maps permissible words to their LSA term vectors ."""
if not ( 49 < int ( self . clustering_parameter ) < 101 ) : raise Exception ( 'Only LSA dimensionalities in the range 50-100' + ' are supported.' ) if not self . quiet : print "Loading LSA term vectors..." # the protocol2 used the pickle highest protocol and this one is a smaller file with open ( os . path . jo...
def __xml_scan ( node , env , path , arg ) : """Simple XML file scanner , detecting local images and XIncludes as implicit dependencies ."""
# Does the node exist yet ? if not os . path . isfile ( str ( node ) ) : return [ ] if env . get ( 'DOCBOOK_SCANENT' , '' ) : # Use simple pattern matching for system entities . . . , no support # for recursion yet . contents = node . get_text_contents ( ) return sentity_re . findall ( contents ) xsl_file =...
def has_any_permissions ( self , user ) : """Return a boolean to indicate whether the supplied user has any permissions at all on the associated model"""
for perm in self . get_all_model_permissions ( ) : if self . has_specific_permission ( user , perm . codename ) : return True return False
def get_samples_with_constraints ( self , init_points_count ) : """Draw random samples and only save those that satisfy constraints Finish when required number of samples is generated"""
samples = np . empty ( ( 0 , self . space . dimensionality ) ) while samples . shape [ 0 ] < init_points_count : domain_samples = self . get_samples_without_constraints ( init_points_count ) valid_indices = ( self . space . indicator_constraints ( domain_samples ) == 1 ) . flatten ( ) if sum ( valid_indices...
def update_variogram_model ( self , variogram_model , variogram_parameters = None , variogram_function = None , nlags = 6 , weight = False , anisotropy_scaling = 1. , anisotropy_angle = 0. ) : """Allows user to update variogram type and / or variogram model parameters . Parameters variogram _ model : str Ma...
if anisotropy_scaling != self . anisotropy_scaling or anisotropy_angle != self . anisotropy_angle : if self . verbose : print ( "Adjusting data for anisotropy..." ) self . anisotropy_scaling = anisotropy_scaling self . anisotropy_angle = anisotropy_angle self . X_ADJUSTED , self . Y_ADJUSTED = _...
def nvmlSystemGetHicVersion ( ) : r"""* Retrieves the IDs and firmware versions for any Host Interface Cards ( HICs ) in the system . * For S - class products . * The \ a hwbcCount argument is expected to be set to the size of the input \ a hwbcEntries array . * The HIC must be connected to an S - class syste...
c_count = c_uint ( 0 ) hics = None fn = _nvmlGetFunctionPointer ( "nvmlSystemGetHicVersion" ) # get the count ret = fn ( byref ( c_count ) , None ) # this should only fail with insufficient size if ( ( ret != NVML_SUCCESS ) and ( ret != NVML_ERROR_INSUFFICIENT_SIZE ) ) : raise NVMLError ( ret ) # if there are no hi...
def _dump_stats ( self ) : '''Dumps the stats out'''
extras = { } if 'total' in self . stats_dict : self . logger . debug ( "Compiling total/fail dump stats" ) for key in self . stats_dict [ 'total' ] : final = 'total_{t}' . format ( t = key ) extras [ final ] = self . stats_dict [ 'total' ] [ key ] . value ( ) for key in self . stats_dict [ '...
def insert_multi ( self , keys , ttl = 0 , format = None , persist_to = 0 , replicate_to = 0 ) : """Add multiple keys . Multi variant of : meth : ` insert ` . . seealso : : : meth : ` insert ` , : meth : ` upsert _ multi ` , : meth : ` upsert `"""
return _Base . insert_multi ( self , keys , ttl = ttl , format = format , persist_to = persist_to , replicate_to = replicate_to )
def get_magic_comment ( self , name , expand_macros = False ) : """Return a value of # name = value comment in spec or None ."""
match = re . search ( r'^#\s*?%s\s?=\s?(\S+)' % re . escape ( name ) , self . txt , flags = re . M ) if not match : return None val = match . group ( 1 ) if expand_macros and has_macros ( val ) : # don ' t parse using rpm unless required val = self . expand_macro ( val ) return val
def new_concept ( self , tag , clemma = "" , tokens = None , cidx = None , ** kwargs ) : '''Create a new concept object and add it to concept list tokens can be a list of Token objects or token indices'''
if cidx is None : cidx = self . new_concept_id ( ) if tokens : tokens = ( t if isinstance ( t , Token ) else self [ t ] for t in tokens ) c = Concept ( cidx = cidx , tag = tag , clemma = clemma , sent = self , tokens = tokens , ** kwargs ) return self . add_concept ( c )
def calc_all_routes_info ( self , npaths = 3 , real_time = True , stop_at_bounds = False , time_delta = 0 ) : """Calculate all route infos ."""
routes = self . get_route ( npaths , time_delta ) results = { route [ 'routeName' ] : self . _add_up_route ( route [ 'results' ] , real_time = real_time , stop_at_bounds = stop_at_bounds ) for route in routes } route_time = [ route [ 0 ] for route in results . values ( ) ] route_distance = [ route [ 1 ] for route in re...
def generate_example ( self ) : """Returns a single Instance . : return : the next example : rtype : Instance"""
data = javabridge . call ( self . jobject , "generateExample" , "()Lweka/core/Instance;" ) if data is None : return None else : return Instance ( data )
def process_raw_data ( cls , raw_data ) : """Create a new model using raw API response ."""
properties = raw_data [ "properties" ] ip_pools = [ ] for raw_content in properties . get ( "ipPools" , [ ] ) : raw_content [ "parentResourceID" ] = raw_data [ "resourceId" ] raw_content [ "grandParentResourceID" ] = raw_data [ "parentResourceID" ] ip_pools . append ( IPPools . from_raw_data ( raw_content )...
def connection ( self ) : """Connect to and return mongodb database object ."""
if self . _connection is None : self . _connection = self . client [ self . database_name ] if self . disable_id_injector : incoming = self . _connection . _Database__incoming_manipulators for manipulator in incoming : if isinstance ( manipulator , pymongo . son_manipulator . ObjectI...
def explain ( self , expr , params = None ) : """Query for and return the query plan associated with the indicated expression or SQL query . Returns plan : string"""
if isinstance ( expr , ir . Expr ) : context = self . dialect . make_context ( params = params ) query_ast = self . _build_ast ( expr , context ) if len ( query_ast . queries ) > 1 : raise Exception ( 'Multi-query expression' ) query = query_ast . queries [ 0 ] . compile ( ) else : query = e...
def get_smart_storage_config ( self , smart_storage_config_url ) : """Returns a SmartStorageConfig Instance for each controller ."""
return ( smart_storage_config . HPESmartStorageConfig ( self . _conn , smart_storage_config_url , redfish_version = self . redfish_version ) )
def _getStatementForEffect ( self , effect , methods ) : '''This function loops over an array of objects containing a resourceArn and conditions statement and generates the array of statements for the policy .'''
statements = [ ] if len ( methods ) > 0 : statement = self . _getEmptyStatement ( effect ) for curMethod in methods : if curMethod [ 'conditions' ] is None or len ( curMethod [ 'conditions' ] ) == 0 : statement [ 'Resource' ] . append ( curMethod [ 'resourceArn' ] ) else : ...
def add_data ( self , data ) : """Add data to the currently in progress entry . Args : data ( bytes ) : The data that we want to add . Returns : int : An error code"""
if self . data_size - self . data_index < len ( data ) : return Error . DESTINATION_BUFFER_TOO_SMALL if self . in_progress is not None : self . in_progress . data += data return Error . NO_ERROR
def _set_exec_ ( self , v , load = False ) : """Setter method for exec _ , mapped from YANG variable / aaa _ config / aaa / accounting / exec ( container ) If this variable is read - only ( config : false ) in the source YANG file , then _ set _ exec _ is considered as a private method . Backends looking to p...
if hasattr ( v , "_utype" ) : v = v . _utype ( v ) try : t = YANGDynClass ( v , base = exec_ . exec_ , is_container = 'container' , presence = False , yang_name = "exec" , rest_name = "exec" , parent = self , path_helper = self . _path_helper , extmethods = self . _extmethods , register_paths = True , extension...
def all_tamil ( word_in ) : """predicate checks if all letters of the input word are Tamil letters"""
if isinstance ( word_in , list ) : word = word_in else : word = get_letters ( word_in ) return all ( [ ( letter in tamil_letters ) for letter in word ] )
def on_user_init ( target , args , kwargs ) : """Provide hook on : class : ` ~ invenio _ accounts . models . User ` initialization . Automatically convert a dict to a : class : ` ~ . UserProfile ` instance . This is needed during e . g . user registration where Flask - Security will initialize a user model ...
profile = kwargs . pop ( 'profile' , None ) if profile is not None and not isinstance ( profile , UserProfile ) : profile = UserProfile ( ** profile ) if kwargs . get ( 'id' ) : profile . user_id = kwargs [ 'id' ] kwargs [ 'profile' ] = profile
def to_json ( self ) : """Serialises a HucitAuthor to a JSON formatted string . Example : > > homer = kb . get _ resource _ by _ urn ( " urn : cts : greekLit : tlg0012 " ) > > homer . to _ json ( ) " name _ abbreviations " : [ " Hom . " " urn " : " urn : cts : greekLit : tlg0012 " , " works " : [ " ...
names = self . get_names ( ) return json . dumps ( { "uri" : self . subject , "urn" : str ( self . get_urn ( ) ) , "names" : [ { "language" : lang , "label" : label } for lang , label in names ] , "name_abbreviations" : self . get_abbreviations ( ) , "works" : [ json . loads ( work . to_json ( ) ) for work in self . ge...
def _load_version ( cls , unpickler , version ) : """A function to load a previously saved SentenceSplitter instance . Parameters unpickler : GLUnpickler A GLUnpickler file handler . version : int Version number maintained by the class writer ."""
state , _exclude , _features = unpickler . load ( ) features = state [ 'features' ] excluded_features = state [ 'excluded_features' ] model = cls . __new__ ( cls ) model . _setup ( ) model . __proxy__ . update ( state ) model . _exclude = _exclude model . _features = _features return model
def get ( self , rlzi , grp = None ) : """: param rlzi : a realization index : param grp : None ( all groups ) or a string of the form " grp - XX " : returns : the hazard curves for the given realization"""
self . init ( ) assert self . sids is not None pmap = probability_map . ProbabilityMap ( len ( self . imtls . array ) , 1 ) grps = [ grp ] if grp is not None else sorted ( self . pmap_by_grp ) array = self . rlzs_assoc . by_grp ( ) for grp in grps : for gsim_idx , rlzis in enumerate ( array [ grp ] ) : for ...
def set_root_path ( self , root_path ) : """Set root path"""
self . root_path = root_path self . install_model ( ) index = self . fsmodel . setRootPath ( root_path ) self . proxymodel . setup_filter ( self . root_path , [ ] ) self . setRootIndex ( self . proxymodel . mapFromSource ( index ) )
def to_mongo ( self , disjunction = True ) : """Create from current state a valid MongoDB query expression . : return : MongoDB query expression : rtype : dict"""
q = { } # add all the main clauses to ` q ` clauses = [ e . expr for e in self . _main ] if clauses : if disjunction : if len ( clauses ) + len ( self . _where ) > 1 : q [ '$or' ] = clauses else : # simplify ' or ' of one thing q . update ( clauses [ 0 ] ) else : ...
def _get_selected_items ( self ) : """List of currently selected items"""
selection = self . get_selection ( ) if selection . get_mode ( ) != gtk . SELECTION_MULTIPLE : raise AttributeError ( 'selected_items only valid for ' 'select_multiple' ) model , selected_paths = selection . get_selected_rows ( ) result = [ ] for path in selected_paths : result . append ( model [ path ] [ 0 ] )...
def orbit ( self , orbit ) : """Initialize the propagator Args : orbit ( Orbit )"""
self . _orbit = orbit tle = Tle . from_orbit ( orbit ) lines = tle . text . splitlines ( ) if len ( lines ) == 3 : _ , line1 , line2 = lines else : line1 , line2 = lines self . tle = twoline2rv ( line1 , line2 , wgs72 )
def setApparentDecel ( self , typeID , decel ) : """setDecel ( string , double ) - > None Sets the apparent deceleration in m / s ^ 2 of vehicles of this type ."""
self . _connection . _sendDoubleCmd ( tc . CMD_SET_VEHICLETYPE_VARIABLE , tc . VAR_APPARENT_DECEL , typeID , decel )
def process_global ( name , val = None , setval = False ) : '''Access and set global variables for the current process .'''
p = current_process ( ) if not hasattr ( p , '_pulsar_globals' ) : p . _pulsar_globals = { 'lock' : Lock ( ) } if setval : p . _pulsar_globals [ name ] = val else : return p . _pulsar_globals . get ( name )
def _set_alarm_interval ( self , v , load = False ) : """Setter method for alarm _ interval , mapped from YANG variable / rmon / alarm _ entry / alarm _ interval ( uint32) If this variable is read - only ( config : false ) in the source YANG file , then _ set _ alarm _ interval is considered as a private meth...
if hasattr ( v , "_utype" ) : v = v . _utype ( v ) try : t = YANGDynClass ( v , base = RestrictedClassType ( base_type = RestrictedClassType ( base_type = long , restriction_dict = { 'range' : [ '0..4294967295' ] } , int_size = 32 ) , restriction_dict = { 'range' : [ u'1 .. 2147483648' ] } ) , is_leaf = True , ...
def installed ( package , version ) : """Check if the package meets the required version . The version specifier consists of an optional comparator ( one of = , = = , > , < , > = , < = ) and an arbitrarily long version number separated by dots . The should be as you would expect , e . g . for an installed ver...
if not exists ( package ) : return False number , comparator = _split_version_specifier ( version ) modversion = _query ( package , '--modversion' ) try : result = _compare_versions ( modversion , number ) except ValueError : msg = "{0} is not a correct version specifier" . format ( version ) raise Valu...
def find_position ( edges , prow , bstart , bend , total = 5 ) : """Find a EMIR CSU bar position in a edge image . Parameters edges ; ndarray , a 2d image with 1 where is a border , 0 otherwise prow : int , reference ' row ' of the bars bstart : int , minimum ' x ' position of a bar ( 0 - based ) be...
nt = total // 2 # This bar is too near the border if prow - nt < 0 or prow + nt >= edges . shape [ 0 ] : return [ ] s2edges = edges [ prow - nt : prow + nt + 1 , bstart : bend ] structure = morph . generate_binary_structure ( 2 , 2 ) # 8 way conection har , num_f = mes . label ( s2edges , structure = structure ) ce...
def get_parser ( ) : '''Return the command - line parser'''
parser = argparse . ArgumentParser ( description = "Reverse, undo, and calculate CRC32 checksums" ) subparsers = parser . add_subparsers ( metavar = 'action' ) poly_flip_parser = argparse . ArgumentParser ( add_help = False ) subparser_group = poly_flip_parser . add_mutually_exclusive_group ( ) subparser_group . add_ar...
def initialize_weights_nn ( data , means , lognorm = True ) : """Initializes the weights with a nearest - neighbor approach using the means ."""
# TODO genes , cells = data . shape k = means . shape [ 1 ] if lognorm : data = log1p ( cell_normalize ( data ) ) for i in range ( cells ) : for j in range ( k ) : pass
def set_char ( key , value ) : """Updates charters used to render components ."""
global _chars category = _get_char_category ( key ) if not category : raise KeyError _chars [ category ] [ key ] = value
def versions ( self ) : """Read versions from the table The versions are kept in cache for the next reads ."""
if self . _versions is None : with self . database . cursor_autocommit ( ) as cursor : query = """ SELECT number, date_start, date_done, log, addons FROM {} """ . forma...
def create_user ( username , password , permissions , users = None ) : '''Create user accounts CLI Example : . . code - block : : bash salt dell drac . create _ user [ USERNAME ] [ PASSWORD ] [ PRIVILEGES ] salt dell drac . create _ user diana secret login , test _ alerts , clear _ logs DRAC Privileges ...
_uids = set ( ) if users is None : users = list_users ( ) if username in users : log . warning ( '\'%s\' already exists' , username ) return False for idx in six . iterkeys ( users ) : _uids . add ( users [ idx ] [ 'index' ] ) uid = sorted ( list ( set ( range ( 2 , 12 ) ) - _uids ) , reverse = True ) ....
def is_running ( self ) : """Check if the service is running ."""
try : kill ( int ( self . pid . get ( ) ) , 0 ) return True # Process not running , remove PID / lock file if it exists except : self . pid . remove ( ) self . lock . remove ( ) return False
def signup ( self , project_name , email ) : """Signup for a new project ."""
uri = 'openstack/sign-up' data = { "project_name" : project_name , "email" : email , } post_body = json . dumps ( data ) resp , body = self . post ( uri , body = post_body ) self . expected_success ( 200 , resp . status ) body = json . loads ( body ) return rest_client . ResponseBody ( resp , body )
def geocode_addresses ( self , project_id , dataset_id , address_field , geometry_field , ** extra_params ) : """Geocode addresses in a dataset . The dataset must have a string field with the addresses to geocode and a geometry field ( points ) for the geocoding results . : param project _ id : Must be a stri...
project_url = ( '/projects/{project_id}' ) . format ( project_id = project_id ) dataset_url = ( '{project_url}/datasets/{dataset_id}' ) . format ( project_url = project_url , dataset_id = dataset_id ) project_query_url = ( '{project_url}/sql' ) . format ( project_url = project_url ) dataset_data = self . get ( dataset_...
def register_job_from_link ( self , link , key , ** kwargs ) : """Register a job in the ` JobArchive ` from a ` Link ` object"""
job_config = kwargs . get ( 'job_config' , None ) if job_config is None : job_config = link . args status = kwargs . get ( 'status' , JobStatus . unknown ) job_details = JobDetails ( jobname = link . linkname , jobkey = key , appname = link . appname , logfile = kwargs . get ( 'logfile' ) , jobconfig = job_config ,...
def copy ( self : 'Model' , * , include : 'SetStr' = None , exclude : 'SetStr' = None , update : 'DictStrAny' = None , deep : bool = False , ) -> 'Model' : """Duplicate a model , optionally choose which fields to include , exclude and change . : param include : fields to include in new model : param exclude : f...
if include is None and exclude is None and update is None : # skip constructing values if no arguments are passed v = self . __values__ else : return_keys = self . _calculate_keys ( include = include , exclude = exclude , skip_defaults = False ) if return_keys : v = { ** { k : v for k , v in self . ...
def sort_states ( states , sort_list ) : """Returns a list of sorted states , original states list remains unsorted The sort list is a list of state field : field key pairs For example ( as YAML ) : - data : position - meta : created _ at The field _ key part can be a list to simplify input - meta : cre...
sorted_states = states . copy ( ) for sort_pair in reversed ( _convert_list_of_dict_to_tuple ( sort_list ) ) : if sort_pair [ 0 ] . lstrip ( '-' ) in [ 'data' , 'measure' , 'meta' ] : sorted_states = _state_value_sort ( sorted_states , sort_pair , _state_key_function ) elif sort_pair [ 0 ] == 'groupings...
def registerUpgrader ( upgrader , typeName , oldVersion , newVersion ) : """Register a callable which can perform a schema upgrade between two particular versions . @ param upgrader : A one - argument callable which will upgrade an object . It is invoked with an instance of the old version of the object . @...
# assert ( typeName , oldVersion , newVersion ) not in _ upgradeRegistry , " duplicate upgrader " # ^ this makes the tests blow up so it ' s just disabled for now ; perhaps we # should have a specific test mode # assert newVersion - oldVersion = = 1 , " read the doc string " assert isinstance ( typeName , str ) , "read...
def run ( * sheetlist ) : 'Main entry point ; launches vdtui with the given sheets already pushed ( last one is visible )'
# reduce ESC timeout to 25ms . http : / / en . chys . info / 2009/09 / esdelay - ncurses / os . putenv ( 'ESCDELAY' , '25' ) ret = wrapper ( cursesMain , sheetlist ) if ret : print ( ret )
def get_result_files ( self , result ) : """Return a dictionary containing filename : filepath values for each output file associated with an id . Result can be either a result dictionary ( e . g . , obtained with the get _ results ( ) method ) or a result id ."""
if isinstance ( result , dict ) : result_id = result [ 'meta' ] [ 'id' ] else : # Should already be a string containing the id result_id = result result_data_dir = os . path . join ( self . get_data_dir ( ) , result_id ) filenames = next ( os . walk ( result_data_dir ) ) [ 2 ] filename_path_pairs = [ ( f , os ....
def read ( self ) : """This module is lazy - loaded by default . You can read all internal structure by calling this method ."""
stack = [ self [ 0 ] . child ] while stack : current = stack . pop ( ) if current . right : stack . append ( current . right ) if current . left : stack . append ( current . left ) self [ 0 ] . seek ( 0 )
async def _set_get_started ( self ) : """Set the " get started " action for all configured pages ."""
page = self . settings ( ) if 'get_started' in page : payload = page [ 'get_started' ] else : payload = { 'action' : 'get_started' } await self . _send_to_messenger_profile ( page , { 'get_started' : { 'payload' : ujson . dumps ( payload ) , } , } ) logger . info ( 'Get started set for page %s' , page [ 'page_i...
def at ( self , instant ) : """Iterates ( in chronological order ) over all events that are occuring during ` instant ` . Args : instant ( Arrow object )"""
for event in self : if event . begin <= instant <= event . end : yield event
def items ( self ) : """: return : a list of name / value attribute pairs sorted by attribute name ."""
sorted_keys = sorted ( self . keys ( ) ) return [ ( k , self [ k ] ) for k in sorted_keys ]
def to_dict ( self , details = False , first_value = False , enforce_list = False ) : """Converts matches to a dict object . : param details if True , values will be complete Match object , else it will be only string Match . value property : type details : bool : param first _ value if True , only the first ...
ret = MatchesDict ( ) for match in sorted ( self ) : value = match if details else match . value ret . matches [ match . name ] . append ( match ) if not enforce_list and value not in ret . values_list [ match . name ] : ret . values_list [ match . name ] . append ( value ) if match . name in re...
def get_json_response ( self , content , ** kwargs ) : """Returns a json response object ."""
# Don ' t care to return a django form or view in the response here . # Remove those from the context . if isinstance ( content , dict ) : response_content = { k : deepcopy ( v ) for k , v in content . items ( ) if k not in ( 'form' , 'view' ) or k in ( 'form' , 'view' ) and not isinstance ( v , ( Form , View ) ) }...
def msearch ( self , body , index = None , doc_type = None , ** query_params ) : """Execute several search requests within the same API . ` < http : / / www . elastic . co / guide / en / elasticsearch / reference / current / search - multi - search . html > ` _ : arg body : The request definitions ( metadata - ...
self . _es_parser . is_not_empty_params ( body ) path = self . _es_parser . make_path ( index , doc_type , EsMethods . MULTIPLE_SEARCH ) result = yield self . _perform_request ( HttpMethod . GET , path , self . _bulk_body ( body ) , params = query_params ) returnValue ( result )
def user_organization_membership_make_default ( self , id , membership_id , data , ** kwargs ) : "https : / / developer . zendesk . com / rest _ api / docs / core / organization _ memberships # set - membership - as - default"
api_path = "/api/v2/users/{id}/organization_memberships/{membership_id}/make_default.json" api_path = api_path . format ( id = id , membership_id = membership_id ) return self . call ( api_path , method = "PUT" , data = data , ** kwargs )
def layout_json_schema ( self ) : """Load layout . json schema file ."""
if self . _layout_json_schema is None and self . layout_json_schema_file is not None : if os . path . isfile ( self . layout_json_schema_file ) : with open ( self . layout_json_schema_file ) as fh : self . _layout_json_schema = json . load ( fh ) return self . _layout_json_schema
def postinit ( self , args , defaults , kwonlyargs , kw_defaults , annotations , kwonlyargs_annotations = None , varargannotation = None , kwargannotation = None , ) : """Do some setup after initialisation . : param args : The names of the required arguments . : type args : list ( AssignName ) : param default...
self . args = args self . defaults = defaults self . kwonlyargs = kwonlyargs self . kw_defaults = kw_defaults self . annotations = annotations self . kwonlyargs_annotations = kwonlyargs_annotations self . varargannotation = varargannotation self . kwargannotation = kwargannotation
def clear_file_format_cache ( ) : """Remove syntax - formatted lines in the cache . Use this when you change the Pygments syntax or Token formatting and want to redo how files may have previously been syntax marked ."""
for fname , cache_info in file_cache . items ( ) : for format , lines in cache_info . lines . items ( ) : if 'plain' == format : continue file_cache [ fname ] . lines [ format ] = None pass pass pass
def cmd_add ( self , txt ) : """Enter add mode - all text entered now will be processed as adding information until cancelled"""
self . show_output ( 'Adding ' , txt ) self . raw . add ( txt ) print ( self . raw ) return 'Added ' + txt
def fetch_page ( cls , index , max_ = None ) : """Return a query set which requests a specific page . : param index : Index of the first element of the page to fetch . : type index : : class : ` int ` : param max _ : Maximum number of elements to fetch : type max _ : : class : ` int ` or : data : ` None ` ...
result = cls ( ) result . index = index result . max_ = max_ return result
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 . _public_uuid is not None : return False if self . _first_name is not None : return False if self . _middle_name is not None : return False if self . _la...
def vR ( self , * args , ** kwargs ) : """NAME : vR PURPOSE : return radial velocity at time t INPUT : t - ( optional ) time at which to get the radial velocity vo = ( Object - wide default ) physical scale for velocities to use to convert use _ physical = use to override Object - wide default for usi...
thiso = self ( * args , ** kwargs ) onet = ( len ( thiso . shape ) == 1 ) if onet : return thiso [ 1 ] else : return thiso [ 1 , : ]
def pacific_atlantic ( matrix ) : """: type matrix : List [ List [ int ] ] : rtype : List [ List [ int ] ]"""
n = len ( matrix ) if not n : return [ ] m = len ( matrix [ 0 ] ) if not m : return [ ] res = [ ] atlantic = [ [ False for _ in range ( n ) ] for _ in range ( m ) ] pacific = [ [ False for _ in range ( n ) ] for _ in range ( m ) ] for i in range ( n ) : dfs ( pacific , matrix , float ( "-inf" ) , i , 0 ) ...
def _commit ( self ) : """: return : ( dict ) Response object content"""
assert self . uri is not None , Exception ( "BadArgument: uri property cannot be None" ) url = '{}/{}' . format ( self . uri , self . __class__ . __name__ ) serialized_json = jsonpickle . encode ( self , unpicklable = False , ) headers = { 'Content-Type' : 'application/json' , 'Content-Length' : str ( len ( serialized_...
def exportable_keys ( self ) : """Return a list of keys that are exportable from this tuple . Returns all keys that are not private in any of the tuples ."""
keys = collections . defaultdict ( list ) for tup in self . _tuples : for key , private in tup . _keys_and_privacy ( ) . items ( ) : keys [ key ] . append ( private ) return [ k for k , ps in keys . items ( ) if not any ( ps ) ]
def get_all_signing_certs ( self , marker = None , max_items = None , user_name = None ) : """Get all signing certificates associated with an account . If the user _ name is not specified , it is determined implicitly based on the AWS Access Key ID used to sign the request . : type marker : string : param m...
params = { } if marker : params [ 'Marker' ] = marker if max_items : params [ 'MaxItems' ] = max_items if user_name : params [ 'UserName' ] = user_name return self . get_response ( 'ListSigningCertificates' , params , list_marker = 'Certificates' )
def update ( name , profile = "splunk" , ** kwargs ) : '''Update a splunk search CLI Example : splunk _ search . update ' my search name ' sharing = app'''
client = _get_splunk ( profile ) search = client . saved_searches [ name ] props = _get_splunk_search_props ( search ) updates = kwargs update_needed = False update_set = dict ( ) diffs = [ ] for key in sorted ( kwargs ) : old_value = props . get ( key , None ) new_value = updates . get ( key , None ) if is...
def f ( field : str , kwargs : Dict [ str , Any ] , default : Optional [ Any ] = None ) -> str : """Alias for more readable command construction"""
if default is not None : return str ( kwargs . get ( field , default ) ) return str ( kwargs [ field ] )
def netconf_state_sessions_session_username ( self , ** kwargs ) : """Auto Generated Code"""
config = ET . Element ( "config" ) netconf_state = ET . SubElement ( config , "netconf-state" , xmlns = "urn:ietf:params:xml:ns:yang:ietf-netconf-monitoring" ) sessions = ET . SubElement ( netconf_state , "sessions" ) session = ET . SubElement ( sessions , "session" ) session_id_key = ET . SubElement ( session , "sessi...
def draw_frame ( self , x : int , y : int , width : int , height : int , title : str = "" , clear : bool = True , fg : Optional [ Tuple [ int , int , int ] ] = None , bg : Optional [ Tuple [ int , int , int ] ] = None , bg_blend : int = tcod . constants . BKGND_SET , ) -> None : """Draw a framed rectangle with an o...
x , y = self . _pythonic_index ( x , y ) title_ = title . encode ( "utf-8" ) # type : bytes lib . print_frame ( self . console_c , x , y , width , height , title_ , len ( title_ ) , ( fg , ) if fg is not None else ffi . NULL , ( bg , ) if bg is not None else ffi . NULL , bg_blend , clear , )
def _call_with_selection ( func ) : """Decorator that passes a ` Selection ` built from the non - kwonly args ."""
wrapped_kwonly_params = [ param for param in inspect . signature ( func ) . parameters . values ( ) if param . kind == param . KEYWORD_ONLY ] sel_sig = inspect . signature ( Selection ) default_sel_sig = sel_sig . replace ( parameters = [ param . replace ( default = None ) if param . default is param . empty else param...
def add ( self , information , timeout = - 1 ) : """Adds a data center resource based upon the attributes specified . Args : information : Data center information timeout : Timeout in seconds . Wait for task completion by default . The timeout does not abort the operation in OneView ; it just stops waiting ...
return self . _client . create ( information , timeout = timeout )
def on_okButton ( self , event ) : """grab user input values , format them , and run huji _ magic . py with the appropriate flags"""
os . chdir ( self . WD ) options = { } HUJI_file = self . bSizer0 . return_value ( ) if not HUJI_file : pw . simple_warning ( "You must select a HUJI format file" ) return False options [ 'magfile' ] = HUJI_file magicoutfile = os . path . split ( HUJI_file ) [ 1 ] + ".magic" outfile = os . path . join ( self . ...
def use_comparative_catalog_view ( self ) : """Pass through to provider CatalogLookupSession . use _ comparative _ catalog _ view"""
self . _catalog_view = COMPARATIVE # self . _ get _ provider _ session ( ' catalog _ lookup _ session ' ) # To make sure the session is tracked for session in self . _get_provider_sessions ( ) : try : session . use_comparative_catalog_view ( ) except AttributeError : pass
def to_snake_case ( text ) : """Convert to snake case . : param str text : : rtype : str : return :"""
s1 = re . sub ( '(.)([A-Z][a-z]+)' , r'\1_\2' , text ) return re . sub ( '([a-z0-9])([A-Z])' , r'\1_\2' , s1 ) . lower ( )
def _write_current_buffer_for_group_key ( self , key ) : """Find the buffer for a given group key , prepare it to be written and writes it calling write ( ) method ."""
write_info = self . write_buffer . pack_buffer ( key ) self . write ( write_info . get ( 'file_path' ) , self . write_buffer . grouping_info [ key ] [ 'membership' ] ) self . write_buffer . clean_tmp_files ( write_info ) self . write_buffer . add_new_buffer_for_group ( key )
def log_coroutine ( self , cor , * args , ** kwargs ) : """Run a coroutine logging any exception raised . This routine will not block until the coroutine is finished nor will it return any result . It will just log if any exception is raised by the coroutine during operation . It is safe to call from both i...
if self . stopping : raise LoopStoppingError ( "Could not launch coroutine because loop is shutting down: %s" % cor ) self . start ( ) cor = _instaniate_coroutine ( cor , args , kwargs ) def _run_and_log ( ) : task = self . loop . create_task ( cor ) task . add_done_callback ( lambda x : _log_future_excepti...
def convert_to_merged_ids ( self , id_run ) : """Converts any identified phrases in the run into phrase _ ids . The dictionary provides all acceptable phrases : param id _ run : a run of token ids : param dictionary : a dictionary of acceptable phrases described as there component token ids : return : a run o...
i = 0 rv = [ ] while i < len ( id_run ) : phrase_id , offset = self . max_phrase ( id_run , i ) if phrase_id : rv . append ( phrase_id ) i = offset else : rv . append ( id_run [ i ] ) i += 1 return rv
def get_vary_headers ( self , request , response ) : """Hook for patching the vary header"""
headers = [ ] accessed = False try : accessed = request . session . accessed except AttributeError : pass if accessed : headers . append ( "Cookie" ) return headers
def to_latex ( self , column_format = None , longtable = False , encoding = None , multicolumn = False , multicolumn_format = None , multirow = False ) : """Render a DataFrame to a LaTeX tabular / longtable environment output ."""
from pandas . io . formats . latex import LatexFormatter latex_renderer = LatexFormatter ( self , column_format = column_format , longtable = longtable , multicolumn = multicolumn , multicolumn_format = multicolumn_format , multirow = multirow ) if encoding is None : encoding = 'utf-8' if hasattr ( self . buf , 'wr...
def check_dupl_sources ( self ) : # used in print _ csm _ info """Extracts duplicated sources , i . e . sources with the same source _ id in different source groups . Raise an exception if there are sources with the same ID which are not duplicated . : returns : a list of list of sources , ordered by source _...
dd = collections . defaultdict ( list ) for src_group in self . src_groups : for src in src_group : try : srcid = src . source_id except AttributeError : # src is a Node object srcid = src [ 'id' ] dd [ srcid ] . append ( src ) dupl = [ ] for srcid , srcs in sorted ( ...
def id ( self , id ) : """Sets the id of this BulkResponse . Bulk ID : param id : The id of this BulkResponse . : type : str"""
if id is None : raise ValueError ( "Invalid value for `id`, must not be `None`" ) if id is not None and not re . search ( '^[A-Za-z0-9]{32}' , id ) : raise ValueError ( "Invalid value for `id`, must be a follow pattern or equal to `/^[A-Za-z0-9]{32}/`" ) self . _id = id
def js_click ( self , selector , by = By . CSS_SELECTOR ) : """Clicks an element using pure JS . Does not use jQuery ."""
selector , by = self . __recalculate_selector ( selector , by ) if by == By . LINK_TEXT : message = ( "Pure JavaScript doesn't support clicking by Link Text. " "You may want to use self.jquery_click() instead, which " "allows this with :contains(), assuming jQuery isn't blocked. " "For now, self.js_click() will use...